36:I[383949,["/_next/static/immutable/chunks/3qnmlj5xa7z3f.js","/_next/static/immutable/chunks/1tfakwwel9w7z.js","/_next/static/immutable/chunks/0issix1rp0yww.js","/_next/static/immutable/chunks/0lup-wm95fye4.js","/_next/static/immutable/chunks/2xvdcd8pkkmev.js","/_next/static/immutable/chunks/3ac0x9so7a-m6.js","/_next/static/immutable/chunks/3vvcl33bfnpfb.js","/_next/static/immutable/chunks/35i6rahfwj43b.js","/_next/static/immutable/chunks/3v4q1mlk0_bik.js","/_next/static/immutable/chunks/2fwcnlg92491e.js","/_next/static/immutable/chunks/1ro_riwwfy4z1.js","/_next/static/immutable/chunks/222ll6utk9ao_.js","/_next/static/immutable/chunks/3_hjfmmp-iede.js","/_next/static/immutable/chunks/2d011hk7p5sum.js","/_next/static/immutable/chunks/0oz12lkjxk60o.js","/_next/static/immutable/chunks/3nmq9_dgewx4g.js","/_next/static/immutable/chunks/3afmpq3k2x009.js","/_next/static/immutable/chunks/0ybs5bho7trx9.js"],"ProfileSubscriptionsContent",1] 37:T17a1,A Delightful Game About Caring For Your Pets This game didn't even start out as a game. It started as a demo. I had a bunch of unused game assets sitting on Itch.io, so I threw them into a basic demo project to show off HappyView. At the time I figured it was a throwaway, but something about it charmed me too much to toss it in the bin. See, I was really excited when ATBuddy released. I really wanted a fun virtual pet tied to my atproto account, but I was disappointed in my buddy because there wasn't any life to it. I wanted my buddy to emote at me. I wanted it to run around and play and I wanted it to meet up with other buddies. I wanted something more like Tamagotchi, but without the guilt. Thus was born Trezy's Pets. Trezy's Pets is inspired by ATBuddy, Tamagotchi, and other virtual pet games. Adopt your first pet and, if you care for it well, it'll generate enough money for you to buy your next pet! You can have up to three pets in your terrarium at a time, and they will never die. Being guilt-free is a core part of the game's design. The worst that can happen is that your pets drop to 0 hunger and 0 happiness, wandering your terrarium wondering what they did wrong to be so neglected. However, they’ll perk up as soon as you return, ready to play, enjoy a snack, and show you that they always knew you'd come back. ❤️ Everything so far Let's talk about what's already in the game, then we'll move on to what the future holds. Pets - Obviously you can adopt your first pet and purchase more. If you want to eventually buy them all, make sure you always have the full three pets in your terrarium so they're generating as much money as they can! In fact, you can check all the pets that are currently in the game right here! Snaaaaaacks - Your pets need to eat, so make sure to leave some kibble lying around for your pets to snack on. You can leave several pieces of kibble lying around and your pets will snack on it even when you're not around, but they'll only eat once every 30 minutes. Play time - You can switch to the play tool to throw a ball around for your pets to chase! Keep in mind that your pets will chase the ball as much as you want to throw it, but this only fulfills your pet's need to play once every 30 minutes. Store - You can see all the purchasable pets, and you can buy them as long as you have the money! Badges - You can earn badges for everything from variety of pets to completing collections and earning tons of money. More badges coming in the future! The [near] future Caring for your critters is already a lot of fun... but how do we make it even better‽ MOAR PETS - Of course there will be more pets! We’ve already got several pets queued up, including snakes and more birds! Unlockable pets - There are already several pets in the game that aren't accessible. Some of these will be unlocked by earning badges, others will be earned by spending time with your pets, and for some you will have to complete secret challenges to unlock them! More foods - Right now the only thing you can drop for pets is basic, boring, brown kibble, but we all know animals like variety in their diet as much as anyone! I'll be adding several types of foods, and each pet will have their own food preferences. When a pet eats its favorite food, it'll get a much larger bump to its hunger meter, and it'll stay full for longer! These foods will be available from the shop, so your wallet will still be useful even after you've bought every pet in the game! More toys - Not all pets love to chase the ball! Some may prefer to paw at a feather, or just get some good tummy scritches. Just like the new foods, these new toyswill be available in the shop. Multiple terrariums - Players are currently assigned either the plains or the tundra terrarium at random when they first sign in. However, we also have cave and dark forest terrariums! You'll be able to purchase all 4 terrariums, and each will be able to have up to 3 pets active at a time. Traits - Right now, all pets are pretty much the same. They eat, play, move, and earn at the same rates. Soon we'll be adding traits to pets to give them the quirks that make them so much more lovable! Some examples: Mice don't like cats, and will be less happy when they're in the terrarium together Some pets may not earn anything unless their stats are above 80%, in which case they'll earn double! Some pets may be like garbage cans, happy to eat whatever you put in front of them, while others are extremely picky. Some pets prefer the open plains terrarium over the frozen tundra environment, while others don't care as long as they get to spend their time with you! Evolution - Like many pet sims before it, Trezy's Pets will support evolving your pets to bigger, better, louder, and sometimes just weirder creatures! Mutation - Alongside evolution, some pets will be able to mutate into strange new forms! Only some pets will be able to mutate, and this will require finding and/or unlocking special items to feed your pets to trigger their mutations. Desktop widget - Why only see your pets in the browser, when you could have them running around on your desktop! Let them keep you company all day long. Mobile apps - Of course you'll want to care for your pets on the go! While the game works in mobile browsers, there are a lot of optimizations we can offer in native apps that just aren't available elsewhere. That's a wrap for now I hope you're enjoying having your pets around, because they love having you take care of them! Thanks so much for keeping my sweeties in good health with happy tummies and full hearts. If you have questions or feedback, you have some options: Ping the game, the studio, or the creator on Bluesky (or Blacksky or Eurosky or whatever client you use) Hop into the Birbhouse Games Discord to leave your feedback Drop your thoughts into our User Input board Every piece of feedback comes from somebody who took the time to play the game, and I'm truly grateful for that. I look forward to hearing from you, keepers! 🥰38:T777,AT Protocol is kind of like a multitap. With one account, you can microblog on Bluesky, write longform with Leaflet, Pckt, or Offprint, post and share photos on Grain or Currents, scrobble your latest music with Rocksky or Teal, securely message your friends with Germ, track the books you read with Bookhive, and find your next video game with Popfeed, Cartridge, or Postgame. We've added some connective tissue in that last category. Let's say you've been using Popfeed to manage your gaming. You'll now see those titles appear in your Postgame library automatically, marked with a badge so you know which ones they are. If you want, you can import them directly into Postgame, but you certainly don't have to. Again, this is one of the coolest parts of AT Protocol; you don't have to pick a favourite; you can use one or more services in tandem, and (ideally) they just work™. Another example, imagine you've been browsing Cartridge and liking games. You’ll now see those (along with favourited items from Popfeed) appear in your "Loved" section on your Postgame profile. In the screenshot below, Crow Country is a game I originally "Liked" on Cartridge that now appears in my profile's "Loved games" section. Additionally, when you view a detail page for a game you've already interacted with on Popfeed or Cartridge, we'll let you know that it's linked there and let you import it if you want. Importing will create a new record in your Postgame account and hide the linked version. The original version will remain untouched back on Popfeed or Cartridge. In the future, I’d love to implement a single unified item, but that requires significantly more work and coordination. I feel like this is just the start. We'll continue to chip away at this and add new functionality over time, like having lists appear across platforms. If you notice any issues or have ideas for future updates, get in touch.39:T2182,Time for another catch-up! HappyView is once again up-to-date with atproto spaces (formerly known as Permissioned Data and a bunch of other things). Also, HappyView can now automatically move users' spaces into their own repo. And, as per usual, there's a bunch of quality-of-life updates and fixes. Let's talk about spaces Spaces aren't exactly a spec yet. We have Proposal 0016 as the basis for everything, but most of us are just trying to keep up with Dan's work on the spaces PR. So... HappyView's spaces support has been a polyfill from the start. No PDS implemented spaces when I first built it, so HappyView implemented them itself, which is why you could have permissioned data at all. Meanwhile everyone else was choosing between fully public records or building something private from scratch (heh suckers). Nowadays spaces are getting support all over the place! We now have a ton of applications building on top of HappyView's spaces implementation, there are several PDS implementations adding early spaces support behind feature flags, and Bluesky even stood up an alpha PDS for testing spaces, with an example app. Supporting literally everybody Since HappyView is an AppView and intended to be generic enough to work across a ton of different applications, I figured it was time to shore up support for all of those different implementations. To that end, I created the pds-test repository. pds-test builds and publishes nightly images for PDSes that support spaces. HappyView now has interop tests for all of these implementations, so those tests are run anytime a new nightly build is created. This allows me to keep up with changes as they happen, like removing fallbacks for PDSes with faulty implementations, or dropping support for out-of-date endpoints that nobody uses anymore. If you're using HappyView then I'm covering this testing for you, but I'd encourage anybody else building support for spaces into their PDS or AppView or other software to take advantage of pds-test. The interop tests are so valuable, and the images are already built, so, like... what are you waiting for? A pile of other spaces stuff - Conformance - space: OAuth scopes. Full grammar: space:[?authority=][&skey=][&collection=…][&action=…][&manage=…], with read, read_self, create, update and delete actions. - Two missing endpoints: com.atproto.space.unregisterNotify and com.atproto.space.listBlobs. - HappyView still doesn't store blobs. This is mostly for accessing spaces hosted on a PDS. - Credential revocation is keyed on jti instead of a token hash. HappyView shipped revocation before the spec settled on how it should work. - community.lexicon.service.describe is now supported. Currently it only advertises spaces endpoints, but in the future it will advertise all of the query and procedure XRPCs your AppView serves. - PDS endpoints resolve through your configured PLC directory instead of a hardcoded one. - Breaking changes - mintPolicy has been split into readPolicy and writePolicy, both required on createSpace. - Policies are open unions of objects instead of enum strings. Where you would have sent "mintPolicy": "managing-app" plus a sibling managingApp field, you must now send {"$type": "com.atproto.simplespace.defs#managingAppPolicy", "managingApp": "did:web:example.com#forum"}. The variants are #publicPolicy, #memberListPolicy and #managingAppPolicy. appAccess is a union too, either #open or #allowList. - addMember is now putMember, taking required read and write booleans. - getConfig and updateConfig are gone as they were never in the spec. Read configuration from getSpace, write it with updateSpace. - getSpace moved from com.atproto.space to com.atproto.simplespace. - Policy and appAccess variants HappyView doesn't implement are rejected at write time with UnsupportedPolicy / UnsupportedAppAccess, as the spec requires, instead of being stored and ignored. Automatic space migration Technically this is still spaces related, but whatever. It deserves its own section. So here's where all of this is going. HappyView was never supposed to be the long term solution to spaces. It was a stop gap for applications to build on spaces while the rest of the ecosystem added support. The real goal is that HappyView stops being the repo host for your users' spaces and goes back to just being an AppView. That can't happen in one step, because most PDSes still don't support spaces, and it will likely be some time before all PDSes do. To solve that, HappyView now supports automatic space migration. The next time a user logs in while automatic migration is enabled, HappyView checks if their PDS supports spaces. If it does, their spaces will be migrated to their PDS. If not, everything stays the same. Part of this is that every permissioned repo now has a mode: | Mode | Repo host | Source of truth | HappyView's role | | ----------- | --------- | --------------- | ------------------------------------ | | polyfill | HappyView | HappyView | repo host + space host + indexer | | migrating | both | HappyView | as above, but replaying into the PDS | | native | your PDS | your PDS | space host + indexer | A repo's mode is tracked per space _and_ author rather than per user, because whether a space is native depends on the authority's support, not the author's. I want polyfill to eventually reach zero so that I can delete all of that code and we can move on with our lives, remembering how awesome HappyView was as a catalyst for the spaces revolution. All of this sits behind a new feature.spaces_pds_migration flag, separate from feature.spaces_enabled, so nothing moves until you opt in. Other stuff Minor polish - Backfills can now be multi-DID. When starting a backfill, you're no longer limited to a single DID. Also, you can now add accounts by handle instead of just by DID. - Lexicon NSID typeahead, powered by lexicon.garden. While typing the NSID for a network lexicon, HV will suggest lexicons that are published across the network. Helpful if you don't know the exact NSID, or you've forgotten how many times to type games. - API clients can be duplicated. Copy an existing client's configuration into a new one instead of rebuilding it field by field. - Better editor navigation. Creating a script from a lexicon page finally takes you to the right place. - The linked repo auth pre-page is readable. It was informative and also a mess. Fixed several UI issues so it's ~6,000x easier to parse. - Contributing is easier. I added contributor docs and local setup info so it's a little easier to get started if you want to contribute to the project. Bug fixes - Account-level labels now survive garbage collection. Label GC was removing account-level labels along with the record-level ones it was meant to clean up, so labels applied to an account just disappeared. - @happyview/oauth-client-browser accepts DIDs in login methods. It originally took handles only, so anything holding a DID had to resolve it back to a handle first, which is, like, so backwards. 😅 - prepareLogin sends a DPoP proof and retries nonce challenges. PARs went out without one, so any authorization server enforcing DPoP at PAR rejected the login before it started. - authority=self in a space scope resolves to the session's user instead of being read literally. Security fixes - RUSTSEC-2026-0285 / GHSA-2mjx-qc3c-rqvc rustls accepted TLS 1.3 handshake messages sent at the wrong encryption level when they followed a key-changing message in the same record, where RFC 8446 requires killing the connection. The transcript stays authenticated, so this isn't a path to altering or completing a handshake, but a peer could send messages in plaintext that should have been encrypted without the connection being rejected. Medium severity (5.3), fixed in 0.23.45. Contributors Thanks to the folks who found things this cycle: - Tierney (@bnb.im) for creating issues for multi-account backfill, the script editor navigation, and the duplicate client button. - Karma (@kzoeps.com) for finding the account label garbage collection bug, and both oauth-client-browser issues, including the DPoP-at-PAR one that was blocking logins against strict auth servers. Go play Full changelog is on GitHub. If you have questions, feature requests, or just need a little help, join the Cartridge Discord Server and hop into the #happyview channel.3a:T428,let initialState = [ { mass: 42, position: [3, 1, 2], momentum: [-3.2, 4.1, 1.8] }, // .. all the other objects we care about ... ] function update(state, dt) { return state.map(obj => { // how much do other things affect this object? const forces = calculateGravity(obj, state) // newton's second law: const nextMomentum = obj.momentum.map((p, i) => p + forces[i] * dt) const nextPosition = obj.position.map((x, i) => x + (nextMomentum[i] / obj.mass) * dt) return { mass: obj.mass, momentum: nextMomentum, position: nextPosition } }) } const G = 6.674e-11 function calculateGravity(obj, state) { const force = [0, 0, 0] for (const other of state) { if (other === obj) continue const d = [ other.position[0] - obj.position[0], other.position[1] - obj.position[1], other.position[2] - obj.position[2] ] const r = Math.hypot(...d) // distance const f = (G * obj.mass * other.mass) / (r * r * r) force[0] += f * d[0] force[1] += f * d[1] force[2] += f * d[2] } return force }3b:T400,type Point = [number, number, number] type PointState = { value: number, velocity: number } let initialState: Map = Map.fill( { value: 0, velocity: 0 } ) function update(state, dt) { return state.map((pointState, point, ds) => { const { value, velocity } = pointState const nextVelocity = velocity + tension(state, point, ds) * dt const nextValue = value + nextVelocity * dt return { value: nextValue, velocity: nextVelocity } }) } const C = 1 function tension(field, [x, y, z], ds) { const neighbors = [ field.get([x + ds, y, z]), // right field.get([x - ds, y, z]), // left field.get([x, y + ds, z]), // above field.get([x, y - ds, z]), // below field.get([x, y, z + ds]), // in front of field.get([x, y, z - ds]) // behind ].map(ps => ps.value) const neighborSum = neighbors.reduce((a, b) => a + b, 0) const ownValue = field.get([x, y, z]).value const result = neighborSum - neighbors.length * ownValue return result * (C * C) / (ds * ds) }3c:T450,type Point = [number, number, number] type Arrow = [number, number, number] type Field = Map let initialState = { electric: Field.fill([0, 0, 0]), magnetic: Field.fill([0, 0, 0]), } const C = 1 function update({ electric, magnetic }, dt) { const nextElectric = electric.map((e, point, ds) => e + curl(magnetic, point, ds) * (C * C * dt) ) const nextMagnetic = magnetic.map((b, point, ds) => b - curl(nextElectric, point, ds) * dt ) return { electric: nextElectric, magnetic: nextMagnetic } } function curl(field, [x, y, z], ds) { // which way the arrow points as you step along each axis const dx = (field.get([x + ds, y, z]) - field.get([x - ds, y, z])) / (2 * ds) const dy = (field.get([x, y + ds, z]) - field.get([x, y - ds, z])) / (2 * ds) const dz = (field.get([x, y, z + ds]) - field.get([x, y, z - ds])) / (2 * ds) // do the surrounding arrows turn as you loop around this point? return [ dy.z - dz.y, // looping around the x-axis dz.x - dx.z, // looping around the y-axis dx.y - dy.x // looping around the z-axis ] }1a:[["$","div",null,{"className":"spacer h-4 w-full"}],["$","$L36",null,{"did":"did:plc:4jrld6fwpnwqehtce56qshzv","subscriptions":[{"uri":"at://did:plc:4jrld6fwpnwqehtce56qshzv/site.standard.publication/3mg4z5hgmfs2l","name":"","record":{"url":"https://trezy.codes","name":"","$type":"site.standard.publication","description":"Trezy's blog about web development, game development, and other nerdy things.","preferences":{"showComments":true,"showMentions":true,"showPrevNext":false,"showInDiscover":true,"showRecommends":true},"theme":"$undefined"},"indexed_at":"2026-03-03T05:14:24.788891+00:00","identity_did":"did:plc:4jrld6fwpnwqehtce56qshzv","draft_leaflet":null,"documents_in_publications":[{"document":"at://did:plc:4jrld6fwpnwqehtce56qshzv/site.standard.document/3mqpynuqtiu22","documents":{"uri":"at://did:plc:4jrld6fwpnwqehtce56qshzv/site.standard.document/3mqpynuqtiu22","data":{"path":"/blog/releasing-happyview-2-into-the-wild","site":"at://did:plc:4jrld6fwpnwqehtce56qshzv/site.standard.publication/3mg4z5hgmfs2l","$type":"site.standard.document","title":"Releasing HappyView 2 Into the Wild","updatedAt":"2026-04-24T19:29:01.124Z","description":"HappyView v2 ships as a single binary with native OAuth, built-in backfill and real-time indexing, SQLite support, and a new WASM plugin system. 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Pets","$type":"site.standard.publication","theme":{"dark":{"link":"#c28eff","text":"#e3e4eb","accent":"#9c71ff","background":"#160318","surfaceHover":"#271029"},"font":"legible","$type":"pub.leaflet.publication#theme","light":{"link":"#7b2cff","text":"#1f212b","accent":"#7e56f0","background":"#ffedff","surfaceHover":"#eed4f0"},"transparency":100,"highlightShape":"loose","tileBackground":false,"backgroundTileSize":30},"basicTheme":{"$type":"site.standard.theme.basic","accent":{"b":240,"g":86,"r":126,"$type":"site.standard.theme.color#rgb"},"background":{"b":255,"g":237,"r":255,"$type":"site.standard.theme.color#rgb"},"foreground":{"b":43,"g":33,"r":31,"$type":"site.standard.theme.color#rgb"},"accentForeground":{"b":254,"g":251,"r":253,"$type":"site.standard.theme.color#rgb"}},"description":"","preferences":{"showComments":true,"showMentions":true,"showPrevNext":false,"showFirstLast":false,"showInDiscover":true,"showRecommends":true,"prevNextDirection":"rtl"}},"indexed_at":"2026-08-26T18:18:33.764704+00:00","identity_did":"did:plc:ollch4g7tes2reb5eceiwuol","draft_leaflet":null,"documents_in_publications":[{"document":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.document/3mtwsazqfrbe4","documents":{"uri":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.document/3mtwsazqfrbe4","data":{"path":"/introducing-trezys-pets-redauz7","site":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.publication/3mtwsazq7snbe","tags":["GameDev","games","fun","atproto"],"$type":"site.standard.document","langs":["en"],"title":"Introducing Trezy's Pets","content":{"$type":"blog.pckt.content","items":[{"$type":"blog.pckt.block.heading","level":3,"plaintext":"A Delightful Game About Caring For Your Pets"},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":184,"byteStart":175},"features":[{"uri":"https://happyview.dev","$type":"blog.pckt.richtext.facet#link"}]}],"plaintext":"This game didn't even start out as a game. It started as a demo. I had a bunch of unused game assets sitting on Itch.io, so I threw them into a basic demo project to show off HappyView. At the time I figured it was a throwaway, but something about it charmed me too much to toss it in the bin."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":38,"byteStart":31},"features":[{"uri":"https://atbuddy.app","$type":"blog.pckt.richtext.facet#link"}]}],"plaintext":"See, I was really excited when ATBuddy released. I really wanted a fun virtual pet tied to my atproto account, but I was disappointed in my buddy because there wasn't any life to it. I wanted my buddy to emote at me. I wanted it to run around and play and I wanted it to meet up with other buddies. I wanted something more like Tamagotchi, but without the guilt."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":26,"byteStart":14},"features":[{"uri":"https://trezy.pet","$type":"blog.pckt.richtext.facet#link"}]}],"plaintext":"Thus was born Trezy's Pets."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":12,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#italic"}]},{"index":{"byteEnd":269,"byteStart":260},"features":[{"$type":"blog.pckt.richtext.facet#italic"}]}],"plaintext":"Trezy's Pets is inspired by ATBuddy, Tamagotchi, and other virtual pet games. Adopt your first pet and, if you care for it well, it'll generate enough money for you to buy your next pet! You can have up to three pets in your terrarium at a time, and they will never die."},{"$type":"blog.pckt.block.text","plaintext":"Being guilt-free is a core part of the game's design. The worst that can happen is that your pets drop to 0 hunger and 0 happiness, wandering your terrarium wondering what they did wrong to be so neglected. However, they’ll perk up as soon as you return, ready to play, enjoy a snack, and show you that they always knew you'd come back. ❤️"},{"$type":"blog.pckt.block.heading","level":2,"plaintext":"Everything so far"},{"$type":"blog.pckt.block.text","plaintext":"Let's talk about what's already in the game, then we'll move on to what the future holds."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":7,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Pets - Obviously you can adopt your first pet and purchase more. If you want to eventually buy them all, make sure you always have the full three pets in your terrarium so they're generating as much money as they can! In fact, you can check all the pets that are currently in the game right here!"},{"$type":"blog.pckt.block.image","attrs":{"alt":"A chart showing several rows of pets, each with their rarity indicated by the color behind them.\n\nRow 1\n- mouse (common)\n- bunny (common)\n- bear cub (uncommon)\n- hedgehog (rare)\n- raccoon (rare)\n- otter (rare)\n- platypus (rare)\n- deer (epic)\n\nRow 2\n- husky pup (common)\n- schnauzer pup (uncommon)\n- setter pup (uncommon)\n- wolfhound pup (rare)\n- terrier pup (rare)\n- fox (epic)\n- arctic fox (epic)\n\nRow 3\n- torbie kitten (common)\n- grey tabby kitten (uncommon)\n- calico kitten (uncommon)\n- tabby kitten (rare)\n- black kitten (epic)\n- bobcat (epic)\n\nRow 4\n- piglet (common)\n- pig (uncommon)\n- boar (rare)\n\nRow 5\n- frog (common)\n- turtle (uncommon)\n- penguin (rare)\n- octopus (epic)\n\nRow 6\n- magpie (common)\n- bald eagle (uncommon)\n- great horned owl (rare)\n- phoenix (legendary)\n- arctix (legendary)\n\nRow 7\n- bat (common)\n- hoary bat (uncommon)\n\nRow 8\n- ant (common)\n- spider (uncommon)\n- scorpion (rare)\n- bee (epic)\n\nRow 9\n- slime (uncommon)\n- antenna slime (rare)","src":"blob:bafkreigo2btpufuolyvulx4zadtri5sxbuegl3xba7um6jmltyosjqibpi","blob":{"ref":{"$link":"bafkreigo2btpufuolyvulx4zadtri5sxbuegl3xba7um6jmltyosjqibpi"},"size":71464,"$type":"blob","mimeType":"image/png"},"align":"center","placeholder":"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAYABgAAD//gA7Q1JFQVRPUjogZ2QtanBlZyB2MS4wICh1c2luZyBJSkcgSlBFRyB2ODApLCBxdWFsaXR5ID0gNDAK/9sAQwAUDg8SDw0UEhASFxUUGB4yIR4cHB49LC4kMklATEtHQEZFUFpzYlBVbVZFRmSIZW13e4GCgU5gjZeMfZZzfoF8/9sAQwEVFxceGh47ISE7fFNGU3x8fHx8fHx8fHx8fHx8fHx8fHx8fHx8fHx8fHx8fHx8fHx8fHx8fHx8fHx8fHx8fHx8/8AAEQgADQAMAwEiAAIRAQMRAf/EAB8AAAEFAQEBAQEBAAAAAAAAAAABAgMEBQYHCAkKC//EALUQAAIBAwMCBAMFBQQEAAABfQECAwAEEQUSITFBBhNRYQcicRQygZGhCCNCscEVUtHwJDNicoIJChYXGBkaJSYnKCkqNDU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6g4SFhoeIiYqSk5SVlpeYmZqio6Slpqeoqaqys7S1tre4ubrCw8TFxsfIycrS09TV1tfY2drh4uPk5ebn6Onq8fLz9PX29/j5+v/EAB8BAAMBAQEBAQEBAQEAAAAAAAABAgMEBQYHCAkKC//EALURAAIBAgQEAwQHBQQEAAECdwABAgMRBAUhMQYSQVEHYXETIjKBCBRCkaGxwQkjM1LwFWJy0QoWJDThJfEXGBkaJicoKSo1Njc4OTpDREVGR0hJSlNUVVZXWFlaY2RlZmdoaWpzdHV2d3h5eoKDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uLj5OXm5+jp6vLz9PX29/j5+v/aAAwDAQACEQMRAD8AuS5LBVOOKcowMZzRjLZJpatGaP/Z","naturalWidth":2564,"naturalHeight":2820}},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":14,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Snaaaaaacks - Your pets need to eat, so make sure to leave some kibble lying around for your pets to snack on. You can leave several pieces of kibble lying around and your pets will snack on it even when you're not around, but they'll only eat once every 30 minutes."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":12,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Play time - You can switch to the play tool to throw a ball around for your pets to chase! Keep in mind that your pets will chase the ball as much as you want to throw it, but this only fulfills your pet's need to play once every 30 minutes."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":8,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Store - You can see all the purchasable pets, and you can buy them as long as you have the money!"},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":9,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Badges - You can earn badges for everything from variety of pets to completing collections and earning tons of money. More badges coming in the future!"},{"$type":"blog.pckt.block.heading","level":2,"plaintext":"The [near] future"},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":85,"byteStart":74},"features":[{"$type":"blog.pckt.richtext.facet#italic"}]}],"plaintext":"Caring for your critters is already a lot of fun... but how do we make it even better‽"},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":12,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"MOAR PETS - Of course there will be more pets! We’ve already got several pets queued up, including snakes and more birds!"},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":18,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Unlockable pets - There are already several pets in the game that aren't accessible. Some of these will be unlocked by earning badges, others will be earned by spending time with your pets, and for some you will have to complete secret challenges to unlock them!"},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":13,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"More foods - Right now the only thing you can drop for pets is basic, boring, brown kibble, but we all know animals like variety in their diet as much as anyone! I'll be adding several types of foods, and each pet will have their own food preferences. When a pet eats its favorite food, it'll get a much larger bump to its hunger meter, and it'll stay full for longer! These foods will be available from the shop, so your wallet will still be useful even after you've bought every pet in the game!"},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":12,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"More toys - Not all pets love to chase the ball! Some may prefer to paw at a feather, or just get some good tummy scritches. Just like the new foods, these new toyswill be available in the shop."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":22,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Multiple terrariums - Players are currently assigned either the plains or the tundra terrarium at random when they first sign in. However, we also have cave and dark forest terrariums! You'll be able to purchase all 4 terrariums, and each will be able to have up to 3 pets active at a time."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":9,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Traits - Right now, all pets are pretty much the same. They eat, play, move, and earn at the same rates. Soon we'll be adding traits to pets to give them the quirks that make them so much more lovable! Some examples:"},{"$type":"blog.pckt.block.bulletList","content":[{"$type":"blog.pckt.block.listItem","content":[{"$type":"blog.pckt.block.text","plaintext":"Mice don't like cats, and will be less happy when they're in the terrarium together"}]},{"$type":"blog.pckt.block.listItem","content":[{"$type":"blog.pckt.block.text","plaintext":"Some pets may not earn anything unless their stats are above 80%, in which case they'll earn double!"}]},{"$type":"blog.pckt.block.listItem","content":[{"$type":"blog.pckt.block.text","plaintext":"Some pets may be like garbage cans, happy to eat whatever you put in front of them, while others are extremely picky."}]},{"$type":"blog.pckt.block.listItem","content":[{"$type":"blog.pckt.block.text","plaintext":"Some pets prefer the open plains terrarium over the frozen tundra environment, while others don't care as long as they get to spend their time with you!"}]}]},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":12,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]},{"index":{"byteEnd":54,"byteStart":42},"features":[{"$type":"blog.pckt.richtext.facet#italic"}]}],"plaintext":"Evolution - Like many pet sims before it, Trezy's Pets will support evolving your pets to bigger, better, louder, and sometimes just weirder creatures!"},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":11,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Mutation - Alongside evolution, some pets will be able to mutate into strange new forms! Only some pets will be able to mutate, and this will require finding and/or unlocking special items to feed your pets to trigger their mutations."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":17,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Desktop widget - Why only see your pets in the browser, when you could have them running around on your desktop! Let them keep you company all day long."},{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":14,"byteStart":0},"features":[{"$type":"blog.pckt.richtext.facet#bold"}]}],"plaintext":"Mobile apps - Of course you'll want to care for your pets on the go! While the game works in mobile browsers, there are a lot of optimizations we can offer in native apps that just aren't available elsewhere."},{"$type":"blog.pckt.block.heading","level":2,"plaintext":"That's a wrap for now"},{"$type":"blog.pckt.block.text","plaintext":"I hope you're enjoying having your pets around, because they love having you take care of them! Thanks so much for keeping my sweeties in good health with happy tummies and full hearts."},{"$type":"blog.pckt.block.text","plaintext":"If you have questions or feedback, you have some options:"},{"$type":"blog.pckt.block.bulletList","content":[{"$type":"blog.pckt.block.listItem","content":[{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":13,"byteStart":5},"features":[{"uri":"https://bsky.app/profile/trezy.pet","$type":"blog.pckt.richtext.facet#link"}]},{"index":{"byteEnd":25,"byteStart":15},"features":[{"uri":"https://bsky.app/profile/birb.house","$type":"blog.pckt.richtext.facet#link"}]},{"index":{"byteEnd":41,"byteStart":30},"features":[{"uri":"https://bsky.app/profile/trezy.codes","$type":"blog.pckt.richtext.facet#link"}]}],"plaintext":"Ping the game, the studio, or the creator on Bluesky (or Blacksky or Eurosky or whatever client you use)"}]},{"$type":"blog.pckt.block.listItem","content":[{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":36,"byteStart":13},"features":[{"uri":"https://discord.gg/QXaS8zk6mH","$type":"blog.pckt.richtext.facet#link"}]}],"plaintext":"Hop into the Birbhouse Games Discord to leave your feedback"}]},{"$type":"blog.pckt.block.listItem","content":[{"$type":"blog.pckt.block.text","facets":[{"index":{"byteEnd":44,"byteStart":28},"features":[{"uri":"https://userinput.app/s/birb.house/3mu243xxv5y22","$type":"blog.pckt.richtext.facet#link"}]}],"plaintext":"Drop your thoughts into our User Input board"}]}]},{"$type":"blog.pckt.block.text","plaintext":"Every piece of feedback comes from somebody who took the time to play the game, and I'm truly grateful for that. I look forward to hearing from you, keepers! 🥰"},{"$type":"blog.pckt.block.text","plaintext":""}]},"updatedAt":"2026-08-31T05:37:24.000Z","coverImage":{"ref":{"$link":"bafkreiaam2bp65ny3qcvkn4lqcjzfwiac2jxwkixmad4f5ncqlj4w7ljnm"},"size":131554,"$type":"blob","mimeType":"image/webp"},"description":"A Delightful Game About Caring For Your Pets","publishedAt":"2026-08-27T05:28:30.000Z","textContent":"$37"},"indexed":true,"sort_date":"2026-08-27T05:28:30+00:00","indexed_at":"2026-08-31T05:37:27.986416+00:00","identity_did":"did:plc:ollch4g7tes2reb5eceiwuol","bsky_like_count":0,"recommend_count":5},"indexed_at":"2026-08-31T05:37:28.118047+00:00","publication":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.publication/3mtwsazq7snbe","members_only":false}],"publication_subscriptions":[{"uri":"at://did:plc:pwsrgzcv426k7viyjl3ljdvb/site.standard.graph.subscription/3mu35i2jmg22t","record":{"$type":"site.standard.graph.subscription","publication":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.publication/3mtwsazq7snbe"},"identity":"did:plc:pwsrgzcv426k7viyjl3ljdvb","created_at":"2026-08-27T15:19:21.062666+00:00","publication":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.publication/3mtwsazq7snbe"},{"uri":"at://did:plc:v46ojbiop5ebs5h7gaomixcc/site.standard.graph.subscription/3mu3btscjy2op","record":{"$type":"site.standard.graph.subscription","publication":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.publication/3mtwsazq7snbe"},"identity":"did:plc:v46ojbiop5ebs5h7gaomixcc","created_at":"2026-08-27T16:37:30.558363+00:00","publication":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.publication/3mtwsazq7snbe"},{"uri":"at://did:plc:4jrld6fwpnwqehtce56qshzv/site.standard.graph.subscription/3mw4u72wofk2q","record":{"$type":"site.standard.graph.subscription","createdAt":"2026-09-22T18:28:55.490Z","publication":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.publication/3mtwsazq7snbe"},"identity":"did:plc:4jrld6fwpnwqehtce56qshzv","created_at":"2026-09-22T18:28:55.875899+00:00","publication":"at://did:plc:ollch4g7tes2reb5eceiwuol/site.standard.publication/3mtwsazq7snbe"}],"publication_newsletter_settings":null,"authorProfile":{"handle":"@trezy.pet"}},{"uri":"at://did:plc:i6y3jdklpvkjvynvsrnqfdoq/site.standard.publication/3lwrpf3vw222v","name":"Graze Newsletter","record":{"url":"https://graze.leaflet.pub","name":"Graze Newsletter","$type":"site.standard.publication","description":"The Graze Newsletter","preferences":{"showComments":true,"showMentions":true,"showPrevNext":false,"showInDiscover":true},"theme":"$undefined"},"indexed_at":"2026-01-23T21:58:34.037324+00:00","identity_did":"did:plc:i6y3jdklpvkjvynvsrnqfdoq","draft_leaflet":null,"documents_in_publications":[{"document":"at://did:plc:i6y3jdklpvkjvynvsrnqfdoq/site.standard.document/3mtypcuxxc22p","documents":{"uri":"at://did:plc:i6y3jdklpvkjvynvsrnqfdoq/site.standard.document/3mtypcuxxc22p","data":{"path":"/3mtypcuxxc22p","site":"at://did:plc:i6y3jdklpvkjvynvsrnqfdoq/site.standard.publication/3lwrpf3vw222v","tags":[],"$type":"site.standard.document","title":"Better, Together","content":{"$type":"pub.leaflet.content","pages":[{"id":"01a015b3-0388-7dd2-9fee-d3cdddd2d3bd","$type":"pub.leaflet.pages.linearDocument","blocks":[{"$type":"pub.leaflet.pages.linearDocument#block","block":{"alt":"Leonid Meteor Shower over Niagara Falls (https://pdimagearchive.org/images/7b675a2c-abeb-42ce-b98f-3772e7b47a1b/)","$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreibfw4szvebgrwgv5jrn3xxkxcwgskjqmk7mawwhfr7lrgioiqduoq"},"size":1086070,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":2114,"height":1592}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":3,"plaintext":"Open Social is an invitation to rebuild the attention economy. 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May."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":56,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":67,"byteStart":56},"features":[{"$type":"pub.leaflet.richtext.facet#italic"},{"uri":"https://stream.place/atproto.com","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":72,"byteStart":67},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":105,"byteStart":72},"features":[{"$type":"pub.leaflet.richtext.facet#italic"},{"uri":"https://atmo.rsvp/p/atproto.com/e/3mvnr55vejsvv","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":106,"byteStart":105},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"If you read this before the livestream: Join us live on Streamplace for OffProtocol Live in about an hour."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":75,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"If you're reading this after: here's all the announcements in one place ↓"}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"What we announced"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":10,"byteStart":5},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"📍 Where: Amsterdam, The Netherlands 🇳🇱. This is our 3rd edition and the first AtmosphereConf outside North America, and our 1st time in Europe."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":12,"byteStart":8},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"🗓️ When: 29 April to 2 May 2027. Four days, including the conference and side-events. "}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":14,"byteStart":5},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"🏫 The venue: we're keeping that one under wraps a liiiittle longer... "}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":19,"byteStart":4},"features":[{"uri":"https://2026.atmosphereconf.org","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"The 2026 conference in Vancouver 🇨🇦, around 380 of us spent two days together at UBC, and hosted our first big side event, ATScience. 2027 is bigger, and it's the first time we're gathering in Europe."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Wherever you're traveling from, once again it will feel like a big buzzing building full of people who actually want to build the open social web together."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":86,"byteStart":77},"features":[{"did":"did:plc:2cxgdrgtsmrbqnjkwyplmp43","$type":"pub.leaflet.richtext.facet#didMention"}]},{"index":{"byteEnd":97,"byteStart":90},"features":[{"did":"did:plc:45uheisi25szrjvjurfpritx","$type":"pub.leaflet.richtext.facet#didMention"}]}],"plaintext":"If you have any wild ideas/suggestions for the conference: feel free to ping @bmann.ca or @gui.do to see if we can make it work."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"RSVP now"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":31,"byteStart":8},"features":[{"uri":"https://atmosphereconf.org/rsvp","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"RSVP at atmosphereconf.org/rsvp or wherever atmosphere events are listed. One click and you're in:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"It saves your RSVP to your own PDS (we're on protocol after all)"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"It optionally signs you up for e-mail updates, so you won't miss tickets or the call for proposals/speakers"}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"alt":"atmosphereconf.org visual with \"Back AT it\" and the RSVP form","$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreie4gjvsngdl2gtwjas52xpss5wwnmtrx6nedfy42x7guyxrpc4ami"},"size":119868,"$type":"blob","mimeType":"image/webp"},"fullBleed":true,"aspectRatio":{"width":1264,"height":856}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"What's next"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":7,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"Tickets: on sale from mid-October, with early-bird and tiered pricing."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":18,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"Call for proposals: opening soon. If you have something to share with the atproto community, start sketching it now."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":25,"byteStart":14},"features":[{"uri":"https://atmosphereconf.org/","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"More details: the website is live and keeps filling in as we lock things down."}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":15,"byteStart":2},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":39,"byteStart":28},"features":[{"uri":"https://bsky.social/","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"A big thank you goes out to Bluesky PBC, who are backing AtmosphereConf as a top sponsor once again."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":25,"byteStart":8},"features":[{"did":"did:plc:lysqukqdu6hsrhet5v2brjgo","$type":"pub.leaflet.richtext.facet#didMention"}]},{"index":{"byteEnd":67,"byteStart":39},"features":[{"did":"did:plc:r2vpg2iszskbkegoldmqa322","$type":"pub.leaflet.richtext.facet#didMention"}]},{"index":{"byteEnd":78,"byteStart":69},"features":[{"did":"did:plc:2cxgdrgtsmrbqnjkwyplmp43","$type":"pub.leaflet.richtext.facet#didMention"}]},{"index":{"byteEnd":90,"byteStart":83},"features":[{"did":"did:plc:45uheisi25szrjvjurfpritx","$type":"pub.leaflet.richtext.facet#didMention"}]},{"index":{"byteEnd":108,"byteStart":96},"features":[{"uri":"https://atproto.com/off-protocol","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"And thx @jimray.bsky.team for inviting @essentialrandom.bsky.social, @bmann.ca and @gui.do onto Off Protocol for a livestream about the conference 🙏"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"Come experience the Atmosphere with us"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Atmosphere Conference is run by the community, for the community, as an annual global gathering to connect, share, celebrate, and learn from each other. We welcome newcomers and want to engage with new perspectives."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"It's a community home for builders, supporters, and participants in the atproto ecosystem. We maintain collective resources, seed projects, and convene our community to ensure every member has genuine voice in shaping the ecosystem's future."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":169,"byteStart":151},"features":[{"uri":"https://atmosphereconf.org/","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"If that's you (and if you made it this far down, you probably are), we'd love to see you in Amsterdam next spring. RSVP, sign up, and tell a friend at AtmosphereConf.org."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"See you in April! "}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Updates from the Livestream:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"we're looking for a Hybrid lead volunteer, to work on the experience of remote and in-person through digital channels"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":15,"byteStart":5},"features":[{"uri":"https://en.wikipedia.org/wiki/Koningsdag","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"yes, Koningsdag happens April 27th, a few days before the conference"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":67,"byteStart":59},"features":[{"did":"did:plc:giaakn4axmr5dhfnvha6r6wn","$type":"pub.leaflet.richtext.facet#didMention"}]},{"index":{"byteEnd":144,"byteStart":124},"features":[{"did":"did:plc:t44345nyd7jmxfs5hxs4doch","$type":"pub.leaflet.richtext.facet#didMention"}]},{"index":{"byteEnd":176,"byteStart":169},"features":[{"did":"did:plc:uashgn65n5z7aqwk5cbuba5c","$type":"pub.leaflet.richtext.facet#didMention"}]},{"index":{"byteEnd":233,"byteStart":226},"features":[{"did":"did:plc:45uheisi25szrjvjurfpritx","$type":"pub.leaflet.richtext.facet#didMention"}]}],"plaintext":"Some discussion around music and side events - absolutely! @hilk.eu has volunteered to lead part of that, needs help there, @whereditgo.diamonds sent a proposal, we saw @bnb.im in the stream comments - we'll connect everyone, @gui.do is lead on afterparty 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Access","content":{"$type":"pub.leaflet.content","pages":[{"id":"019ffdb7-7569-7447-bd55-9f84a07c6993","$type":"pub.leaflet.pages.linearDocument","blocks":[{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"A space credential is a key to the whole space, so every access configuration question reduces to two: who gets handed a key, and what software they can use. This post walks through them, the configuration structures that carry them, and what an implementation actually decides at credential-mint time."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":41,"byteStart":28},"features":[{"uri":"https://ngerakines.leaflet.pub/3mqu653us3k2p","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":102,"byteStart":96},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":118,"byteStart":109},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":237,"byteStart":211},"features":[{"uri":"https://github.com/bluesky-social/proposals/blob/main/0016-permissioned-data/README.md","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":273,"byteStart":270},"features":[{"uri":"https://github.com/bluesky-social/proposals/pull/99","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":309,"byteStart":305},"features":[{"uri":"https://github.com/bluesky-social/proposals/pull/100","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":351,"byteStart":347},"features":[{"uri":"https://github.com/bluesky-social/proposals/pull/101","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":363,"byteStart":357},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"This one steps outside the shapes series for a deep dive. The shapes posts kept gesturing at policy and appAccess as an important config value, but didn't go far enough as to how and why. It draws on the permissioned data proposal and some recent changes to it, #99 on DPoP-binding credentials, #100 on alpha-implementation fixes, and #101 on manage in permission sets, plus the experience of building both sides of this in the PDS I've been working on."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Also, I'm going to continue repeating everywhere lately applies double here: permissioned-data is experimental. There is real risk of data loss and real risk of data leakage, people are going to want to treat it as private, safe, secure content, and they shouldn't yet, and none of it is a replacement for end-to-end encryption. Configuration is where a lot of that risk concentrates, which is exactly why it deserves a careful post."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"Space Credentials as Access Gates"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"A space credential is presented to a PDS to read permissioned-data within a space. Space credentials are \"whole space\", meaning whoever holds one can read every member's records in that space, not only their own. Issuing one does not add to or change the member list and does not authorize writes."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Keep the other framing from the proposal next to it: this is access control, not confidentiality. Hosts and authorized services can read the data, which is what makes search, aggregation, notifications, and moderation possible. A space decides who is handed a key, not who could theoretically see the bytes."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"Conditions of Authorization"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Authorization to mint a credential depends on two separate, but related required conditions:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.orderedList","children":[{"$type":"pub.leaflet.blocks.orderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":89,"byteStart":83},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":132,"byteStart":129},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"The user axis asks which person may be issued a credential. This is determined by policy and proven by the delegation token's iss value."}},{"$type":"pub.leaflet.blocks.orderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":83,"byteStart":74},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":139,"byteStart":136},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":149,"byteStart":146},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":180,"byteStart":171},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"The app axis asks which applications may hold one. This is determined by appAccess and proven with client attestation material whose iss and sub reference an OAuth client_id."}}],"startIndex":1}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"This separation is necessary because access patterns require it. A delegation token signed by a user's key is used to answer one specific question \"can this user access this space?\" while an OAuth client attestation answers a different question, \"can this application be used by identities to access this space?\""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"The \"atproto-space-credential+jwt\" credential has changed recently, so let's look at what's different now:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"json","plaintext":"{\n \"typ\": \"atproto-space-credential+jwt\",\n \"alg\": \"ES256K\",\n \"kid\": \"#atproto_space\"\n}\n{\n \"iss\": \"did:plc:cbkjy5n7bk3ax2wplmtjofq2\",\n \"sub\": \"at://did:plc:cbkjy5n7bk3ax2wplmtjofq2/space/community.lexicon.bookmarks.collection/self\",\n \"cnf\": { \"jkt\": \"0ZcOCORZNYy-DWpqq30jZyJGHTN0d2HglBV3uiguA4I\" },\n \"client_id\": \"https://events.ngerakines.me/oauth-client-metadata.json\",\n \"iat\": 1786550000,\n \"exp\": 1786557200,\n \"jti\": \"7f3b5a0d9c2e41c8b6a4f1e0d5c39b72\"\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":46,"byteStart":39},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":86,"byteStart":83},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":451,"byteStart":444},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"First, proposal PR #99 has introduced cnf.jkt. The whole-space credential has no aud because it gets presented to every repo host in the space. That means that it could also be intercepted as a plain bearer token that makes it a shared secret. Any host handed one to serve its own repo could replay it against the others. This is the exact replay attack that RFC 9449 (Demonstrating Proof of Possession) helps protect against. The value of cnf.jkt is the thumbprint of a key the requesting app proved possession of, via an RFC 9449 DPoP proof on the mint request, and every read afterward has to prove that key again. The credential stops being a secret you show and becomes a key only its holder can use."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"Space Configuration"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":11,"byteStart":5},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":27,"byteStart":18},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":117,"byteStart":77},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"The policy and appAccess space configuration objects are contained in a com.atproto.simplespace.defs#spaceConfig object with these default values:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"json","plaintext":"{\n \"$type\": \"com.atproto.simplespace.defs#spaceConfig\",\n \"policy\": { \"$type\": \"com.atproto.simplespace.defs#memberListPolicy\" },\n \"appAccess\": { \"$type\": \"com.atproto.simplespace.defs#open\" }\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"An unconfigured space has member-list policy and open app-access configuration by default. It is effectively a private guest list where the guests can use any client they wish to access the permissioned-data that the space holds."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":6,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":64,"byteStart":47},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":80,"byteStart":67},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":105,"byteStart":87},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"policy is an open union with three variants: #memberListPolicy, #publicPolicy, and #managingAppPolicy"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":9,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":53,"byteStart":48},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":70,"byteStart":60},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"appAccess is an open union with two variants: #open and #allowList"}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":28,"byteStart":10},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":58,"byteStart":47},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":108,"byteStart":102},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"When the #managingAppPolicy is applied, the managingApp service reference is required inside the policy object:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"json","plaintext":"{\n \"policy\": {\n \"$type\": \"com.atproto.simplespace.defs#managingAppPolicy\",\n \"managingApp\": \"did:web:members.example#svc\"\n }\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"Looking At Policies"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"These three policies answer \"who decides which people get keys\": a list you maintain, everyone, or a service you nominate."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":17,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":149,"byteStart":140},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":164,"byteStart":152},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":182,"byteStart":171},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":292,"byteStart":281},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"#memberListPolicy is the default. The authority keeps an explicit roster of DIDs that can be granted credentials that is managed with the addMember, removeMember, and listMembers XRPC methods. No one outside of that roster can be granted access. When an identity invokes the createSpace XRPC call, they are added as the first member, so a fresh space has a member list of one."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":120,"byteStart":109},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"The roster is a committed structure with its own set-hash, and it belongs to the management implementation, simplespace, rather than to the protocol layer every space host implements."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":26,"byteStart":23},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"Membership removal is not revocation. Removing a member stops future mints. A credential already issued keeps working until it expires, because there is no revocation path. Previously minted tokens eventually expire, and that TTL is the only binding. The default lifetime is two hours, my atproto-pds implementation clamps operator configuration between one minute and one day, and DPoP binding narrows who can present a leaked credential, not how long it lives."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":13,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"#publicPolicy authorizes any account that asks. There is no roster, no approval step, and no notification to anyone. Every account on the network can obtain a credential just by asking and read the permissioned-data that any member has written to their space repository."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"This isn't exactly \"public data\", and don't apply the duck test because it won't pass muster imo. Space records aren't published to the firehose, permissioned-data blobs are not served by the public blob endpoint, and clients must go through the full delegation, credential, and DPoP process. Public effectively removes the member list, and makes it easier to \"kind of\" remove access to public content, but there are some very big non-technical caveats to that. Also important to remember that credentials are whole-space, so public spaces mean every member's records in that space, not just the space owner's. Here be dragons."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":18,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":53,"byteStart":36},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"#managingAppPolicy is effectively #memberListPolicy but with a delegating service. The per-user decision is made by the named service, on every mint. When the local decision function reaches this policy it returns \"not decided here,\" and the authority makes an authenticated call:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"plaintext","plaintext":"GET /xrpc/com.atproto.simplespace.checkUserAccess\n ?space=at://did:plc:owner/space/app.example.club/main\n &user=did:plc:requester\n &clientId=https://client.example/oauth-client-metadata.json\nAuthorization: Bearer \n\n{ \"authorized\": true }"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":124,"byteStart":121},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":261,"byteStart":252},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":406,"byteStart":396},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":416,"byteStart":412},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":552,"byteStart":547},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"The bearer is service auth signed by the space authority's own key, with the managing app as audience and the method as lxm, so the managing app can verify the question came from the space's actual authority and not from anyone curious. The attested client_id rides along when present, which gives the managing app a second, softer place to be app-aware. Only a successful HTTP response with authorized as true means yes. Everything else from unreachable endpoints, network errors, non-200 HTTP responses, unparsable bodies, and including false responses means no. This endpoint must fail closed. When the delegated service endpoint is unreachable, nobody new is admitted and credentials already issued keep working until they expire."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"I think this is an elegant and clean solution to several hard questions:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"How can a single space authority service different spaces with different membership needs?"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"How can a single space authority offload a potentially expensive data structure and access pattern?"}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":35,"byteStart":23},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":59,"byteStart":40},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":288,"byteStart":275},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":339,"byteStart":324},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"With it, even a small #atproto_pds / #atproto_space_host host can defer to an external service that is better suited for complex membership features and their AT Protocol integration cost is relatively low. It just needs to know how to verify the ECDSA signature of the Authorization bearer token associated with the checkUserAccess request. The only implementation detail necessary for the membership moderation and enforcement control is an HTTP GET, which affords a lot of flexibility on how that membership list is managed by the implementation."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"Client Controls"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"The two app-access values answer \"what applications can be used by identities to access spaces?\""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":5,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":87,"byteStart":82},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":189,"byteStart":180},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":277,"byteStart":268},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"#open means any application can be used. An attestation is still optional under #open, and if one is presented it's verified anyway for good measure. If provided, the resulting client_id is imprinted in the credential and used for read attribution, otherwise the client_id is omitted."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":10,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":89,"byteStart":80},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"#allowList means only a pre-determined list of clients as determined by their client_id will be allowed to have credentials. When set, client attestation is required and the client ID verified against the allow list. This also means that a client allow-listed space excludes every app that doesn't identify itself. An empty allow list at configuration time would lock every application out of the space."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"Minting"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":67,"byteStart":49},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"There is an order of operations to processing a getSpaceCredential request."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":387,"byteStart":384},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"The DPoP proof is verified first as a fail-fast gate for missing or invalid DPoP nonce values and invalid signatures. This is a non-destructive check that also prevents single-use delegation tokens from being burned. Verification of delegation tokens is against the member's signing key, either locally for local accounts or extracted from DID documents for external identities. The jti is also consumed and cached for re-use checks."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"The attestation, if present, is verified next. This involves fetching the client metadata the attestation references, which is important to note because that information may not be cached and needs to be retrieved."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":201,"byteStart":198},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":230,"byteStart":221},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"At this point, space configuration is loaded and referenced to evaluate the policy and app-access configuration. If all checks pass, the credential is minted with the proof key's thumbprint in the cnf and the attested client_id if there is one."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":80,"byteStart":64},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":136,"byteStart":119},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":177,"byteStart":164},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"The failure scenarios walk the line of being vague and useful. AppNotAuthorized says the app can't read this space. UserNotAuthorized says the identity can't. NotAuthorized says the space couldn't decide, which is a retryable condition rather than a verdict, and it's what a managing-app outage or a misconfigured policy produces."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"The Layout"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"These are some different configurations and how they play out:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":35,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":133,"byteStart":127},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"The default, member-list plus open. Rudy is a member of my tech-books book-club space. Any client he authorizes with a valid space: grant can mint delegations and obtain a valid space credential. This is the private-guest-list, any-software posture, and most personal and small-group spaces should probably live here."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":27,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":240,"byteStart":224},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"member-list plus allowList. The Pokémon club from the series. Mattie is a member, and through the club's own app view she reads everything. If she uses a custom or independent client that is not on the app list, she gets AppNotAuthorized. The same error is also returned if someone tries to use a client that doesn't identify."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":22,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"public plus allowList. An open community may have public membership but still enforce strict moderation by requiring members use specific clients to access community content. The content is more broadly available, but participation requires conformance that clients can strongly enforce. It also provides a certain safety to community members knowing that elements of composable moderation and data validation are in-place."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":23,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":185,"byteStart":170},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":262,"byteStart":245},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"managing-app plus open. This could be a paid newsletter's space, where the managing app fronts the subscription or billing system. A subscriber's mint succeeds because checkUserAccess consulted a subscription table. A lapsed subscriber gets UserNotAuthorized on their next mint and coasts on their existing credential for at most the TTL."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"The Dragons I Warned You About"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Permissioned data spaces supports a wide variety of use cases, but there are some sharp edges that you need to be aware of."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"There is no revocation. Removing a member, changing the policy, or emptying an allow list affects only future mints, and outstanding credentials run to expiry."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"Space credential issuance must not be confused with membership."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"Reads are whole-space. There is no per-record, per-collection, or per-identity read grant. An entire space is the smallest (and largest) unit of read access."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"Membership can be unverifiable. A repo host serving a space whose authority lives elsewhere has no roster to consult, so it defers to the authority where it can, demands positive evidence where it can't, and refuses otherwise."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":169,"byteStart":156},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"Refusals are shaped to prevent probing. Whether a given space holds a given account's records is itself a confidential fact, so membership refusals report SpaceNotFound rather than something more informative."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"Attribution is intentionally imperfect. A repo host only ever sees credentials presented, so an attesting app shows up in the access log as itself, while a non-attesting one appears as a fresh anonymous reader every time its credential rotates."}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"Where This Leaves an Owner"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"The whole configuration surface is two dials and a nominated service, and I think that smallness is right, because every playout above was legible from the config alone. Legible, however, is not the same as safe. Between the revocation gap, the whole-space key, and drafts that are still moving, my advice hasn't changed: treat every permissioned space you run today as an experiment, assume both loss and leakage are live possibilities, and don't put anything behind these dials that would hurt you on either failure."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":21,"byteStart":10},"features":[{"uri":"https://atproto-crates.com/pds.html","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":96,"byteStart":88},"features":[{"uri":"https://bulleted.app/","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"Check out atproto-pds, my Rust PDS implementation that supports permissioned-data, and Bulleted, an outliner that can use permissioned-data-enabled PDSes."}}]}]},"bskyPostRef":{"cid":"bafyreibsq6e7x3f7cm63zdzapln2qey63phk6ngxmfdno5umzxz3a7j7nm","uri":"at://did:plc:cbkjy5n7bk3ax2wplmtjofq2/app.bsky.feed.post/3mszzyh7agc2u","commit":{"cid":"bafyreic5rbekwv7bpnqrn5zfjud32njbpgngtzuz7cod4dncehxpjuxrae","rev":"3mszzyldtlk2o"},"validationStatus":"valid"},"description":"Stepping outside the shapes series for a deep dive: how space configuration decides which people and which apps get credentials. 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i haven't written yet","preferences":{"showComments":true,"showInDiscover":true}},"indexed_at":"2026-01-23T22:04:44.066465+00:00","identity_did":"did:plc:fpruhuo22xkm5o7ttr2ktxdo","draft_leaflet":null,"documents_in_publications":[{"document":"at://did:plc:fpruhuo22xkm5o7ttr2ktxdo/site.standard.document/3mncmabgnmc2x","documents":{"uri":"at://did:plc:fpruhuo22xkm5o7ttr2ktxdo/site.standard.document/3mncmabgnmc2x","data":{"path":"/3mncmabgnmc2x","site":"at://did:plc:fpruhuo22xkm5o7ttr2ktxdo/site.standard.publication/3m23dstduds2v","tags":["physics"],"$type":"site.standard.document","title":"physics as a game loop. part 1: objects and waves","content":{"$type":"pub.leaflet.content","pages":[{"id":"019e7e39-6ef3-700a-981b-482250e78248","$type":"pub.leaflet.pages.linearDocument","blocks":[{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"suppose you're developing a theory of how the world works."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":83,"byteStart":74},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"if you're a software developer, you might be familiar with a concept of a game loop. you have some state and update function. you call the update function in a loop, and so the state changes over time."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":43,"byteStart":38},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"in a sense, a game loop describes the world of your game. most games are pretty complex but here's a very simple one — a counter:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"let initialState = 0\n\nfunction update(state) {\n return state + 1;\n}\n\nfunction loop() {\n let state = initialState;\n while (true) {\n state = update(state);\n }\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"this \"world\" just has a single number that grows with each tick: first it's 0, then it's 1, then it's 2, and so on till the end of time."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"now, what is physics?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":70,"byteStart":67},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":287,"byteStart":229},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"the basic idea of physics is to describe the behavior of things in our world in a way that lets us make predictions (and verify whether they were correct). so, putting on the software developer hat, you could think of physics as \"reverse-engineering\" the game loop of the universe itself — finding its \"state\" and \"update function\". we just need to find all the \"things\" and describe how those \"things\" evolve:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"let initialState = [\n /* ... particles? positions? forces? ... */\n]\n\nfunction update(state) {\n const nextState = /* ??? physical laws ??? */\n return nextState;\n}\n\n// game loop stays the same\nfunction loop() {\n let state = initialState;\n while (true) {\n state = update(state);\n }\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"if we fill these two gaps, we can predict everything that happens."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"or so we might hope!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":379,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"when i started writing this, i only meant to write about quantum mechanics as a game loop. however, i wanted to show a few game loops from classical physics first — and learning those has been so interesting that it snowballed into a post of its own. if you struggled with physics but can read pseudocode, i hope this post will convey the joy i had learning about these things."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"let's add continuous time"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":182,"byteStart":176},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":213,"byteStart":208},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"of course, this presupposes that it's possible to describe our universe this way at all. in the real world, time seems to be continuous — it seems to \"pass\". we somehow need update to describe what happens after a time — not at some \"next frame\"."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":49,"byteStart":47},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"to make our game loop continuous, let us add a dt parameter:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function update(state, dt /* a bit of time */) {\n const nextState = /* ??? physical laws ??? */\n return nextState;\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"now our physical laws can refer to a concept of time rather than \"nth frame\". the \"counter\" from before would now be a \"clock\":"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function update(state, dt) {\n return state + dt; // instead of state + 1 before\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":41,"byteStart":39},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"but here is a trick question about the dt parameter."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"suppose you wanted to calculate \"the state of the world in five seconds\". which of these do you think would produce better results?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":31,"byteStart":15},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"a) calculating update(state, 5) once"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":34,"byteStart":15},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":68,"byteStart":63},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":89,"byteStart":83},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":114,"byteStart":111},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"b) calculating update(state, 0.01), then passing the result as state into the next update call, and so on, for 500 times"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":37,"byteStart":15},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":71,"byteStart":66},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":92,"byteStart":86},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":120,"byteStart":114},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"c) calculating update(state, 0.00001), then passing the result as state into the next update call, and so on, for 500000 times"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"d) these would all produce the same result"}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"(scroll down for answer)"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":142,"byteStart":135},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":181,"byteStart":175},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":193,"byteStart":185},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":243,"byteStart":227},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":246,"byteStart":244},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"the answer is — for the \"clock\" example above the answer is (d), but generally for most physics the answer is (c). in fact, to get a perfect answer, we'll want to apply the update an infinite number of times — each with an infinitely small dt. (math can help with this.)"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"we can think of the nature's game loop as being something like this:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function loop() {\n let state = initialState;\n for (let dt of time() /* for every bit of time */) {\n state = update(state, dt);\n }\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":10,"byteStart":8},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":22,"byteStart":14},"features":[{"$type":"pub.leaflet.richtext.facet#bold"},{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":39,"byteStart":22},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"imagine dt is actually infinitely small here, and there are infinitely many of them. nature doesn't mind it, so we won't mind it either."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"(computers mind it, but luckily this code isn't for computers.)"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"this is actually rather profound. if you just tried to guess how the world works, you might have looked for laws that say \"what happens in three seconds\", \"what happens in five seconds\", and so on. but it's often not possible directly! in practice, physical laws seem to want to be described as \"what happens at every instant\"."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":39,"byteStart":36},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":170,"byteStart":164},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":228,"byteStart":226},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":309,"byteStart":290},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":311,"byteStart":309},"features":[{"$type":"pub.leaflet.richtext.facet#code"},{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":329,"byteStart":311},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"in either case, this actually makes our job easier. we only need to figure out what happens \"now\" at each moment, not what happens \"over time\". in other words, our update function doesn't even need to be correct for arbitrary dt — five seconds, three seconds, etc. we only need it to get ever correct-er as dt gets ever smaller."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":34,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":40,"byteStart":34},"features":[{"$type":"pub.leaflet.richtext.facet#code"},{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":67,"byteStart":40},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"to sum up, our job is to find the update function for the universe:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"let initialState = [\n /* ... particles? positions? forces? ... */\n]\n\nfunction update(state, dt) {\n const nextState = /* ??? physical laws ??? */\n return nextState;\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":25,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":30,"byteStart":25},"features":[{"$type":"pub.leaflet.richtext.facet#bold"},{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":39,"byteStart":30},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":54,"byteStart":39},"features":[{"$type":"pub.leaflet.richtext.facet#bold"},{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":130,"byteStart":54},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"if we could describe the state and its update function over time, we'd have \"solved\" the universe and be able to predict anything."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":27,"byteStart":25},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"(and who knows, maybe it is written in this pseudocode javascript)"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"newton's world: a game loop for objects"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"take newtonian gravity — which has been a successful model for centuries and seemed to work decently for both planets and apples."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"when we describe movement of objects (in newtonian gravity), the \"state\" would be things like masses, positions and momentums:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"let initialState = [\n { mass: 42, position: [3, 1, 2], momentum: [-3.2, 4.1, 1.8] },\n // .. all the other objects we care about ...\n]"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"the \"update function\" would then update those every instant of time:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function update(state, dt) {\n return state.map(obj => {\n // how much do other things affect this object?\n const forces = calculateGravity(obj, state)\n // newton's second law:\n const nextMomentum = obj.momentum.map((p, i) => p + forces[i] * dt)\n const nextPosition = obj.position.map((x, i) => x + (nextMomentum[i] / obj.mass) * dt)\n return { mass: obj.mass, momentum: nextMomentum, position: nextPosition }\n })\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":22,"byteStart":6},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"here, calculateGravity is a pure function that accumulates how each object is affected by every other object at a given instant:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"const G = 6.674e-11\nfunction calculateGravity(obj, state) {\n const force = [0, 0, 0]\n for (const other of state) {\n if (other === obj) continue\n const d = [\n other.position[0] - obj.position[0],\n other.position[1] - obj.position[1],\n other.position[2] - obj.position[2]\n ]\n const r = Math.hypot(...d) // distance\n const f = (G * obj.mass * other.mass) / (r * r * r)\n force[0] += f * d[0]\n force[1] += f * d[1]\n force[2] += f * d[2]\n }\n return force\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"if you wanted to make it feel more real, you could then introduce additional concepts on top of this framework to implement collisions, bouncing, friction, and so on. many game engines do just that!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":2,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":260,"byteStart":3},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"in newtonian gravity, the state includes positions, masses and momentums (or, equivalently, velocities) of each relevant object. the update function figures out how objects \"act\" on each other at each instant in time, and adjusts their momentums and positions."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"this model describes the world of \"big things\" approximately well, and lets us make rough predictions about how it evolves over time."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":155,"byteStart":141},"features":[{"uri":"https://en.wikipedia.org/wiki/Three-body_problem","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":284,"byteStart":281},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"for some cases, we can easily take an infinite sum of this \"instant by instant\" calculation to answer \"what will happen in ten seconds\", but in other cases we can't do it as neatly — so the best we can do are special cases or approximations. still, this is a win because we know how the world \"evolves\" over time; the rest is computing."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":28,"byteStart":22},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"but then, some things really don't fit this model."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":12,"byteStart":6},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"like, at all."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"light is one of those things."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"a rippling wobble"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"if you try to throw a stone, it rises and falls tracing a parabola. this actually follows from the newtonian model quite nicely: the stone's momentum changes on each instant, eventually pointing down."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":53,"byteStart":44},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":60,"byteStart":58},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"most importantly, a stone always lands at a specific place. it may not be the place you were aiming for but at least it is quite specific."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":28,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"light doesn't work this way."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"get yourself a dark room and drill a tiny circular hole in one of its walls. then shine some light from that hole into the room. now go into the room and close the door behind you. what will you see?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"if light behaved like a stone — a thing you \"throw\" that \"lands\" somewhere — you might expect that all light would concentrate on the opposite wall of the room — in a circle the size of your hole."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":127,"byteStart":118},"features":[{"uri":"https://en.wikipedia.org/wiki/Airy_disk","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"but that's not what happens! with a small enough circular hole and clean enough light, you'll see something called an Airy disk:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreifrlavtsokj26dv37c6ehyc24y5c5k7tcigbct6t7orr5oegq65wa"},"size":10690,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":400,"height":400}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"if you're not convinced that this is different from \"an equal circle on the other side of the room\", here's a clearer picture with a laser:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreib7g3xiiig2bwmurynd4qzn23ovomegmniiiggug6lgkgxt6aoybm"},"size":428784,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":3840,"height":2880}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"this definitely doesn't look like \"a single circle in front of me\"."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":147,"byteStart":144},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":164,"byteStart":152},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":182,"byteStart":168},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"this means that light doesn't seem to behave like stones (which only ever \"fly forward\") — light seems to radiate and spread out. but radiate how and by how much and in what manner and so on?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"to answer this, let's simplify the situation to an idealized case."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"suppose it was possible to \"narrow down\" our hole down to a single point. in that case, there would be no zebra pattern yet. however, light still wouldn't \"fly forward\" like a stone. in the idealized case of a single point, the light would spread equally in every direction."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"in a sense, this makes light behave almost opposite from a stone!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"when we talk about things like stones or planets or apples in the newtonian paradigm, we see them as points moving forwards in space. you'd expect them to \"keep flying\" in a single direction."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":67,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":76,"byteStart":67},"features":[{"$type":"pub.leaflet.richtext.facet#bold"},{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":341,"byteStart":76},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"but when we talk about light, it seems to behave a lot more like a vibration — it's as if there's \"wobbling\" in the space, and that \"wobbling\" itself propagates through it. since every tiny point of the space \"touches\" all of its neighbor points at once, and no neighbor is special, the \"wobbling\" will naturally spread in every direction."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"okay, but why do we get this zebra pattern then?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":145,"byteStart":130},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"to get the zebra pattern, we need to add the hole dimensions back, which we lost with the idealized single point. a hole contains infinitely many points, each point contributing its own \"wobble\"."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"now let's see what happens when these \"wobbles\" overlap."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"imagine two people shaking a tree to obtain some fruit. if their shakes are synchronized, they're shaking the tree twice as hard. but if their shakes come at precisely the opposite times, each shake will cancel the other's shake out, and the tree won't move at all. if they shake at different speeds, the tree may start moving in peculiar patterns. we might say their shakes \"interfere\" with each other."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":212,"byteStart":208},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"the same thing happens here. when you drill an actual hole in an actual room, no matter how small it ends up, it will actually be composed of infinitely many \"single points\". the equal wobbles spreading from each of those points will overlap with each other. some will mutually amplify, while others will cancel each other out."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":131,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"and that's how you get this \"in and out\" zebra pattern — which, if you think about it, is a similar pattern to ripples in a pond:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"the space seems to \"wobble\""}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"each single point spreads \"wobbling\" equally in all directions"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"those travelling \"wobbles\" overlap, creating peaks and valleys"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"those moving peaks and valleys look like travelling \"ripples\""}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"so the \"wobbling-over-time\" seems to \"ripple-over-space\""}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"that's what physicists call waves."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"note that if you've read about this before, you might have seen a different pattern like this (known as \"single slit diffraction\"):"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreiem33g3hut7voe4hrkwtwgzj6oab5pnzoi4wbs4v2b5rs776zbksm"},"size":2428,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":480,"height":360}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":34,"byteStart":23},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"this experiment uses a rectangular hole that's thinner on one side, which is why it loses the circular simplicity of the pond. i think the circular hole looks much more illustrative so i used it instead."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"let's now bring it back to the update function."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"a game loop for waves"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"the newtonian update function evolves objects with positions."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":187,"byteStart":182},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":229,"byteStart":207},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"but to describe light, we'd need different state than \"objects with positions, masses, and momentums\". we'd need to describe a thing that can \"wobble\" — perhaps a pond, or maybe a field — something like Map. our update function would then need to describe how a \"wobble\" at a point propagates through that field at each instant of time — from a point to its neighbors, and so on."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"turns out, there's a very concise and elegant way to do this."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"first, let's imagine our field filled up with some data at every point:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"type Point = [number, number, number]\ntype PointState = { value: number, velocity: number }\n\nlet initialState: Map = Map.fill(\n // set up our infinite map with these at every point\n { value: 0, velocity: 0 }\n)"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":59,"byteStart":54},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":117,"byteStart":109},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":137,"byteStart":132},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"we only need to store two things for each point — a value (how \"far\" it has \"wobbled\" at this point) and a velocity (how much the value is changing this instant, and whether it's going up or down)."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":19,"byteStart":14},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":61,"byteStart":56},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":140,"byteStart":135},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":246,"byteStart":241},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":251,"byteStart":248},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"don't confuse value with coordinates of the points. the value is solely a measure of the \"wobbling\" itself (our field). in a pond, the value means \"how tall is the water right here\". if you imagine a field as a grid of numbers in space, the values are those numbers."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":40,"byteStart":34},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"now, how do we actually write the update function?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":202,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"the big idea is that whenever there's a \"rip\" in our field at some point (e.g. one point dipping below or above the surrounding water level), we want it to pull back — the pond wants to \"mend itself\"."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"we can quantify this by counting how \"far\" it is from its neighbors:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function tension(field, [x, y, z]) {\n const neighbors = [\n field.get([x + 1, y, z]), // right\n field.get([x - 1, y, z]), // left\n field.get([x, y + 1, z]), // above\n field.get([x, y - 1, z]), // below\n field.get([x, y, z + 1]), // in front of\n field.get([x, y, z - 1]) // behind\n ].map(ps => ps.value)\n const neighborSum = neighbors.reduce((a, b) => a + b, 0)\n const ownValue = field.get([x, y, z]).value\n return neighborSum - neighbors.length * ownValue\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":14,"byteStart":7},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":19,"byteStart":18},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":269,"byteStart":235},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"if the tension is 0, our point is happy to stay where it is. if it's positive, the value is too low and \"wants\" to go up to match the neighbor values. if the tension is negative, it means our value is too high, and \"wants\" to go down. it wants to be like its neighbors!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":26,"byteStart":20},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"now let's write the update function to make it do that."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":3,"plaintext":"first attempt"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"our first attempt might look like this:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function update(state, dt) {\n return state.map((pointState, point) => {\n const { value } = pointState\n const nextValue = value + tension(state, point) * dt\n return { value: nextValue }\n })\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":32,"byteStart":27},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"this says: if some point's value disagrees with its neighbors, we pull it closer to them. do this for all points forever, end of story."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":206,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"curiously, this actually works, but it gives us something other than light. the behavior we've just discovered is how temperature works: every disturbance is eventually settled by every point averaging out."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"this is cool (sometimes literally) but it's not how light works!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"somehow, light doesn't average out."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"it keeps on moving."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":3,"plaintext":"second attempt"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":53,"byteStart":45},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":74,"byteStart":69},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":102,"byteStart":97},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":162,"byteStart":154},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":176,"byteStart":164},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":200,"byteStart":195},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"this is actually why we're storing per-point velocity in addition to value. instead of adjusting value (current value at a point), we'll be adjusting the velocity, and put that in control of the value:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function update(state, dt) {\n return state.map((pointState, point) => {\n const { value, velocity } = pointState\n const nextVelocity = velocity + tension(state, point) * dt\n const nextValue = value + nextVelocity * dt\n return { value: nextValue, velocity: nextVelocity }\n })\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":57,"byteStart":53},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"this is enough to create a rippling wobble — aka a wave!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"but why?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":33,"byteStart":19},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":54,"byteStart":40},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"we'll first answer why it wobbles, then why it ripples."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":3,"plaintext":"why it wobbles"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"why doesn't it just die out, like temperature?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":34,"byteStart":29},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":99,"byteStart":92},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"suppose some point has a low value — a dip among its neighbors. this will give that point tension: it will \"want\" to align with them. think of a person trying to fit in with the rest of the society."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":45,"byteStart":37},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":100,"byteStart":65},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":108,"byteStart":100},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":127,"byteStart":108},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":236,"byteStart":231},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"at each instant, we put tension into velocity. look what happens: until we've reached the goal, the velocity keeps accumulating — first, by a lot (high tension), then by less (lower tension), and finally it stops increasing when value reaches the neighbor average."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"okay, we've reached the goal, so we can relax now?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":39,"byteStart":27},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"no! we've only stopped the accumulation — it's like we've been pressing gas less hard and we just took the foot off the pedal. but we're still moving — in fact, we're moving faster than ever before!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":12,"byteStart":4},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":63,"byteStart":58},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"the velocity is still positive, so we keep increasing the value."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"oops!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":86,"byteStart":81},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":192,"byteStart":182},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":197,"byteStart":193},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"we blow past the target we were aiming for (the average of our neighbors) so now we'll become the high point among the neighbors, the tension turns negative, and the neighbors start pulling us down. we've deviated again, so we're feeling the pressure to conform."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"like a car losing speed and then accelerating backwards, it will take time before our velocity points downwards and we finally reverse course. what's next? we reach the goal, but do we stop there?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":117,"byteStart":112},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"no! again, we're going to overshoot for the same reason. we've been accumulating negative velocity, and now our value dips below the neighbor average again. and the peer pressure now points up..."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"so this is where the \"wobbling\" comes from! we keep pressing \"gas\" until we reach the target so naturally we always overshoot it. then we keep pressing \"gas\" in the opposite direction and the same thing happens. it's like we are destined to forever miss the target."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":9,"byteStart":4},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"the value at a point is wobbling back and forth."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":3,"plaintext":"why it ripples"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"so why doesn't the \"wobbling\" go on forever in a single point? why does it seem to quiet down in one place while rippling on elsewhere?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":91,"byteStart":87},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":160,"byteStart":158},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":234,"byteStart":232},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":266,"byteStart":264},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":293,"byteStart":290},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":348,"byteStart":337},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":438,"byteStart":431},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"well, it's because we're always trying to move towards the neighbors' averages — but they have already changed because they've also tried to move closer to us! so actually, on the second pass they got closer, so although we still do overshoot, their pull wasn't as strong. however, since our neighbors have moved in our direction, our neighbors' neighbors will now start feeling the pull towards the new averages around them, so they'll move too, etc."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":169,"byteStart":163},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":241,"byteStart":236},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"it's like if someone is trying very hard to be like everyone else but they try too hard and overdo it. however, now that they're starting to backpedal, the people around them have already started to adjust to them, so the people around those people start moving, and so on."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":57,"byteStart":52},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":114,"byteStart":109},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"this is why, if you \"poke\" any point and change its value, it will try to \"align\" with neighbors, disturbing them in the process, and so the disturbance will keep getting spread out in all directions forever."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"that's what physicists call a wave!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"let's add continuous space"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"one problem with our formulation above is that we assume each point has a fixed set of six neighbors from each side of an infinite grid:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":" const neighbors = [\n field.get([x + 1, y, z]), // right\n field.get([x - 1, y, z]), // left\n field.get([x, y + 1, z]), // above\n field.get([x, y - 1, z]), // below\n field.get([x, y, z + 1]), // in front of\n field.get([x, y, z - 1]) // behind\n ].map(ps => ps.value)"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":100,"byteStart":93},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":165,"byteStart":155},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"alas, that's not very useful for our universe because it seems like you can find a new point between any two points. in other words, our space seems to be continuous, so we need to somehow fix this."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":80,"byteStart":77},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":90,"byteStart":86},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":113,"byteStart":111},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"earlier, we had the same problem with time, and we fixed it by replacing the + 1 with + dt \"instant\" and using dt everywhere."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":55,"byteStart":52},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":64,"byteStart":60},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"we can actually apply the same fix here. let's swap + 1 for + ds:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function tension(field, [x, y, z], ds /* a bit of space */) {\n // ...\n const neighbors = [\n field.get([x + ds, y, z]), // right\n field.get([x - ds, y, z]), // left\n field.get([x, y + ds, z]), // above\n field.get([x, y - ds, z]), // below\n field.get([x, y, z + ds]), // in front of\n field.get([x, y, z - ds]) // behind\n ].map(ps => ps.value)\n // ..."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":153,"byteStart":151},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"instead of navigating space by going \"up one cell\" or \"left one cell\", we'll navigate it as \"up a step\" and \"down a step\", and we'll write \"a step\" as ds — an abstract \"arbitrarily small distance\" number."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":21,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":23,"byteStart":21},"features":[{"$type":"pub.leaflet.richtext.facet#code"},{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":36,"byteStart":23},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":38,"byteStart":36},"features":[{"$type":"pub.leaflet.richtext.facet#code"},{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":51,"byteStart":38},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]}],"plaintext":"in other words, what dt is to time, ds is to space."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":18,"byteStart":16},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"of course, this ds has to come from somewhere. in math it comes from differentiation — literally \"zooming in forever\" around a point."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":24,"byteStart":22},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"we could imagine that ds supplied by the structure of the field:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function update(state, dt) {\n return state.map((pointState, point, ds /* a bit of space */) => {\n // ...\n const nextVelocity = velocity + tension(state, point, ds) * dt\n // ...\n })\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":12,"byteStart":10},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":105,"byteStart":103},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":142,"byteStart":136},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":181,"byteStart":179},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"like with dt, we should keep in mind that our calculations don't need to be correct for any particular ds. rather, it's enough that our update formula gets ever correct-er as the ds gets ever-smaller."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":3,"plaintext":"fixing up the units"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":27,"byteStart":25},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"to complete the shift to ds, we need to fix up the units."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":43,"byteStart":38},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":98,"byteStart":86},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":132,"byteStart":124},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"conceptually, tension means \"how fast value should accelerate\", so its unit should be value/time^2. but we used to return a distance."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":133,"byteStart":112},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"this worked accidentally but now that we're using an arbitrary step size, we need to fix up the units by adding * (C * C) / (ds * ds):"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"const C = 1\nfunction tension(field, [x, y, z], ds) {\n // ...\n const result = neighborSum - neighbors.length * ownValue\n return result * (C * C) / (ds * ds)\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"we're doing two things:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":15,"byteStart":4},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":52,"byteStart":50},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"the / (ds * ds) rescales it so that the choice of ds \"zoom level\" doesn't make the tension seem larger or smaller."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":13,"byteStart":4},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":26,"byteStart":25},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"the * (C * C) introduces C as a speed of our waves (set to one), connecting time with space so we can fix up the units. "}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":30,"byteStart":23},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":90,"byteStart":34},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":114,"byteStart":102},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"now the return type of tension is value*(distance/time)(distance/time)/(distance*distance), or simply value/time^2, which is exactly what we would want from an acceleration of the value."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":36,"byteStart":30},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"with this set of changes, our update function describes a wave in a continuous space — for example, how a sound wave spreads."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"now the big question: does it describe light?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"first stumble: polarization"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"let's recap our previous hypothesis for the nature of light:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"type Point = [number, number, number]\ntype PointState = { value: number, velocity: number }\n\nlet initialState: Map = Map.fill(\n { value: 0, velocity: 0 }\n)\n\nfunction update(state, dt) {\n return state.map((pointState, point, ds) => {\n const { value, velocity } = pointState\n const nextVelocity = velocity + tension(state, point, ds) * dt\n const nextValue = value + nextVelocity * dt\n return { value: nextValue, velocity: nextVelocity }\n })\n}\n\nfunction tension(field, [x, y, z], ds) {\n // ...\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":164,"byteStart":142},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"this works for sound, and for a while, physicists thought that it also can describe light. however, experiments were showing that light waves carry more information than \"a number moving up and down\"."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"check out the next ten seconds on this video:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"url":"https://www.youtube.com/embed/JMvRgvml84A?rel=0&start=329","$type":"pub.leaflet.blocks.iframe","height":600,"aspectRatio":{"width":16,"height":9}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"there are two pieces of fancy glass (\"filters\") placed after each other. when you turn either sideways, they both block out the light."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":64,"byteStart":54},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":97,"byteStart":83},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":105,"byteStart":98},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"in particular, notice that when he rotates the filter underneath, the intersection somehow shines through the dimmed filter above it:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreieaufuy4fr3d5gamzoj5uwrkmxvwojlazeibkvywzxwm34cp67a5e"},"size":57618,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":2206,"height":1336}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"this is weird on multiple levels:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":39,"byteStart":30},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":107,"byteStart":98},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"we know light has a color (or frequency — how fast the wave's peaks arrive) and brightness (or amplitude — how large each wobble is), but neither of those things \"cares\" about rotation. so why does rotating a filter do anything to the waves at all?"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":197,"byteStart":151},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"if the filter on top was filtering by color or by brightness, we'd expect it to \"not to know\" about the filter beneath it. but somehow it lets through only rays that passed through the filter below, blocking out everything else. how could it possibly \"know\" which waves have passed through the filter below? there's just not enough information in our model of the wave."}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":149,"byteStart":141},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":426,"byteStart":423},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"the fact that rotation plays a role is a giveaway hint — not only do waves have frequency and amplitude, but they also come at us carrying an angle. this angle is not about \"where the wave is coming from\" — it's more like internal information about the wave itself. a wave coming from a point could be a \"2 o-clock wave\". another wave coming from the same point could be a \"9 o-clock wave\". that angle is really about \"how is it wobbling while moving towards us\". it's like if you classified dogs by the direction they wag their tails."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":301,"byteStart":297},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"then this explains filters: maybe the outer filter only passes \"2 o-clock waves\" through while turned. normally, everything goes dark because the screen sends waves at the wrong angle for it. but the filter beneath projects those waves onto another angle, so the light coming out of it wobbles at just the right angle for the outer filter."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"this effect is called polarization."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"a field of arrows"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"to account for angles, we need to change the state data structure:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"type Point = [number, number, number]\ntype Arrow = [number, number, number]\ntype PointState = { value: Arrow, velocity: Arrow }\n"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":47,"byteStart":40},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"in particular, we don't have a field of numbers anymore. since waves are carrying a direction of wobble (e.g. \"2 o-clock wave\"), our field needs to be capable enough to store information at each point that lets such wobbles propagate. instead of an infinite space of raw numbers (as we had with sound), we'll have an infinite space of 3D arrows. the next ten seconds here give an intuition:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"url":"https://www.youtube.com/embed/aXRTczANuIs?rel=0&start=623","$type":"pub.leaflet.blocks.iframe","height":600,"aspectRatio":{"width":16,"height":9}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"our wobbles now aren't just pushing numbers up and down, but they squeeze and rotate arrows on their path. however, just like before, those displacements spread from neighbors to neighbors outwards."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"this is confusing so let's take stock of how arrows work:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":112,"byteStart":103},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"imagine a sound wave aimed directly at your face. it wobbles by contracting air but the wobbles happen alongside the travel direction. it doesn't wobble \"left to right\" or \"up and down\" as it moves towards you — it wobbles \"apart from / towards you\". since this exactly matches the direction of travel, we didn't need to reflect that in the formulas — it's superfluous."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":68,"byteStart":60},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":136,"byteStart":131},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"on the other hand, a light wave aimed directly at your face does not wobble along the travel direction at all. on the contrary, it never wobbles \"apart from / towards you\", and instead it wobbles \"left to right\" or \"up and down\" or any other axis."}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"the \"rotation\" carried by light waves is an axis (e.g. \"2 o-clock wave\") but the waves themselves may come from any direction. this is why, to avoid losing information, the field itself needs to be a field of 3D arrows — a 3D arrow per each point. a field tracks the state of all waves together so it needs to be able to sum up how differently rotated waves from different sides are rotating and stretching each point (i.e. 3D arrow) in the field."}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"second stumble: tension"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"now what should the update function do with the arrows?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"recall that previously our update function was using tension, pushing each point to \"get closer\" in value to its neighbors' average:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function update(state, dt) {\n return state.map((pointState, point, ds) => {\n const { value, velocity } = pointState\n const nextVelocity = velocity + tension(state, point, ds) * dt\n const nextValue = value + nextVelocity * dt\n return { value: nextValue, velocity: nextVelocity }\n })\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"we could try to apply tension to arrows (have each arrow rotate and stretch towards its neighbors), but this misses a needed constraint."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":95,"byteStart":92},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"suppose a light wave is moving towards your face. if the update function of the light field was using tension, nothing would stop the light wave from wiggling \"towards / from you\" just like sound does."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"however, we know experimentally that this doesn't happen. light coming at you can wiggle up-down or left-right (i.e. \"sideways\") but it just doesn't wiggle back-and-forth — not even a little bit."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"so the formula has to do something different."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"wires and magnets"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"now let's take a slight detour from the nature of light."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":20,"byteStart":0},"features":[{"uri":"https://www.youtube.com/watch?v=9Tm2c6NJH4Y","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"this wonderful video about Maxwell's laws has two illustrations."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"in the 1820s, it was discovered that an electric current (i.e. a wire with electricity flowing) pulls a compass needle perpendicular to the flow, i.e. a change in electricity creates a magnetic field around it:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreigweylruwii66hkuxmn266fvmrujzyx7ch2otyr2qnkblzcepp4au"},"size":373802,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":2448,"height":1362}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"a decade later, it was discovered that a change in the magnetic field (e.g. by moving a magnet) will induce current in the wire around it:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreifgqpymb7vf7zeciv2q65t6cdajdljzvzyvxlqz6socczj3zzyive"},"size":188390,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":2380,"height":1350}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":192,"byteStart":115},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"so there's these two fields: magnetic field and electric field, and there's this weird symmetry between them where one's speed of change relates to how much the other one is curling around it."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":131,"byteStart":128},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"in other words, there is a geometric transformation happening: as one of the fields is changing, the other one springs up around it, sort of \"curling\" around it, proportionally to how fast the change is."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"now forget about electricity and magnetism. suppose you just have a field of arrows and want to find \"whirlpools\". this function does just that — for each point, it can answer whether it's \"curly\" around it:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"function curl(field, [x, y, z], ds) {\n // which way the arrow points as you step along each axis\n const dx = (field.get([x + ds, y, z]) - field.get([x - ds, y, z])) / (2 * ds)\n const dy = (field.get([x, y + ds, z]) - field.get([x, y - ds, z])) / (2 * ds)\n const dz = (field.get([x, y, z + ds]) - field.get([x, y, z - ds])) / (2 * ds)\n // do the surrounding arrows turn as you loop around this point?\n return [\n dy.z - dz.y, // looping around the x-axis\n dz.x - dx.z, // looping around the y-axis\n dx.y - dy.x, // looping around the z-axis\n ]\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":135,"byteStart":123},"features":[{"uri":"https://www.youtube.com/watch?v=erMopRd-MXg","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"intuitively, you can think of curling as a measure of \"how much does it look like a whirlpool around this point\". here's a 2D intuition:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreic3ymu3fyvqpk2mpb2xb4zk7thiqoppatu2swmikzzx4j3luoypbe"},"size":96374,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":1152,"height":1134}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"here, the yellow arrows are the original field whose curl we're measuring, while the blue arrows are the curl at each point."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":99,"byteStart":97},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":170,"byteStart":166},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"note how blue arrows work as \"whirlpool detectors\" of the yellow arrows' flow. blue arrows stick up where the yellow gets curly (in one direction), blue arrows stick down when the yellow gets curly in the other direction, and they're zero-ish where yellow is not curly."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"it's like stalactites and stalagmites that grow only inside tornadoes."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":113,"byteStart":92},"features":[{"uri":"https://www.youtube.com/watch?v=4yzV8m8X3Kk","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"the above picture has a 2D input vector field; in 3D, it is even more difficult to imagine. this 3D visualization may help somewhat:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreibn3wlvzy3mqbs5pxk32ansvveff3l4fbvwcuvbgigaxeyvxjvdkq"},"size":141528,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":1712,"height":1384}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":104,"byteStart":89},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":183,"byteStart":136},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"think of the arrows as water flow, and then think of the ball as an unmoving sphere that can only rotate in the water. the question is: is the water at this point making the ball spin? if yes, imagine the axis it spins around. the arrow of the curl around that point will stick out of that axis exactly like the electric field sticks out here:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreigweylruwii66hkuxmn266fvmrujzyx7ch2otyr2qnkblzcepp4au"},"size":373802,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":2448,"height":1362}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreifgqpymb7vf7zeciv2q65t6cdajdljzvzyvxlqz6socczj3zzyive"},"size":188390,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":2380,"height":1350}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"that's the curl at that point. every time the field gets \"curly\" around that point, the curl \"sticks out\" perpendicularly."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"in other words, curl converts \"whirlpools\" into \"thumbs up\"."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"now we see the relationship between the two fields:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"electric curl changes the magnetic field"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"magnetic curl changes the electric field"}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":38,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":53,"byteStart":38},"features":[{"$type":"pub.leaflet.richtext.facet#bold"},{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":54,"byteStart":53},"features":[{"$type":"pub.leaflet.richtext.facet#bold"}]},{"index":{"byteEnd":91,"byteStart":85},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"as one field changes, the other field curls around it. the curlier one field is, the faster the other field changes. this works in both directions, at every point, all the time — like in a game loop."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"maxwell's world: a game loop for light"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"let's describe electric and magnetic fields as an update function:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"type Point = [number, number, number]\ntype Arrow = [number, number, number]\ntype Field = Map\n\nlet initialState = {\n electric: Field.fill([0, 0, 0]),\n magnetic: Field.fill([0, 0, 0]),\n}\n\nconst C = 1\n\nfunction update({ electric, magnetic }, dt) {\n const nextElectric = electric.map((e, point, ds) =>\n e + curl(magnetic, point, ds) * (C * C * dt)\n )\n const nextMagnetic = magnetic.map((b, point, ds) =>\n b - curl(nextElectric, point, ds) * dt\n )\n return {\n electric: nextElectric,\n magnetic: nextMagnetic\n }\n}\n\nfunction curl(field, [x, y, z], ds) {\n // ... same as before ...\n}"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":22,"byteStart":21},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":25,"byteStart":24},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]},{"index":{"byteEnd":31,"byteStart":30},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"this is it! (suppose +, - and * are defined for vectors.)"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"notice that there is no velocity here."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":123,"byteStart":119},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":205,"byteStart":201},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"temperature had no velocity too, but that caused the field to immediately average out and killed waves. here, we don't need velocity because the two fields continually set each other off: each field's curl tells the other field how to change at every moment. in a sense, the two fields take turns being each other's velocities."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"also, both of the issues we flagged earlier are fixed now. the electric and magnetic fields both deal with arrows, which gives us polarization. and, together with other maxwell equations, this guarantees the waves will only wobble \"sideways\" (unlike sound)."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":131,"byteStart":128},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":159,"byteStart":154},"features":[{"$type":"pub.leaflet.richtext.facet#code"}]}],"plaintext":"it turned out that these two fields, locked in a perpetual mutual transformation, explain both electric and magnetic phenomena, and the light itself. the C * C coefficient in the formula is the speed of light squared. in earlier formulas, it was composed of two known coefficients related specifically to magnets and charges. it was a \"big moment\" for physics that those coefficients, already known and measured experimentally in labs, ended up related to speed of light."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":25,"byteStart":11},"features":[{"uri":"https://www.falstad.com/emwave1/","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"there is a wonderful demo that lets you see how the field \"actually\" looks like when stuff is changing — the arrows represent the electric field, and the colors (red/green) represent the magnetic field. here's a recording in case it doesn't work in your browser:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"url":"https://www.youtube.com/embed/1NToO13PTgo?rel=0","$type":"pub.leaflet.blocks.iframe","height":600,"aspectRatio":{"width":16,"height":9}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"finally, you might have noticed that we haven't introduced any way to actually get something \"into\" the field unless you hardcode it."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":220,"byteStart":195},"features":[{"uri":"https://en.wikipedia.org/wiki/Larmor_formula","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"we could try to add a list of charges to the state and write an update function for them, but classical physics genuinely has some holes there (for example, if you follow it strictly, every atom must immediately collapse — oh no) that don't have nice classical fixes."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"so this sounds like a good place to stop — for now."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"epilogue"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"we've traced a long road and ended up with a few update loops."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"the first is newtonian gravity which keeps a list of \"objects\" and moves them at each instant according to the law of gravity:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"$3a"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"the second update loop we've looked at is a field wave update loop driven by tension — pulling each point closer to its neighbors:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"$3b"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"(if we manipulate value instead of velocity, we get heat instead.)"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"finally, we've looked at the update loop for electricity, magnetism, and light — which turned out to be aspects of the same thing:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.code","language":"javascript","plaintext":"$3c"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"note how newton's gravity was \"global\" — it had to read global state to update every object — while fields were \"local\" and only dealt with neighbors. instant changes at distance seem suspicious, and modern theories (including relativity theory) avoid that."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"the common thing is that we're describing the behavior of a big thing (the universe) by specifying what we think happens at every point, at every moment, what to remember, and how it transforms."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":52,"byteStart":46},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"another common thing is that all of these are models — they have conditions in which they break down. a broken model sometimes reveals a \"more correct\" model underneath, although even today there is no single model that would answer all of our questions."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":58,"byteStart":49},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"finally, all of the update loops so far are from classical physics."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":146,"byteStart":141},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"i originally wanted to write about quantum physics but i had too much fun writing about these loops, as i mostly learned about how they work while researching this article. these classical loops break down in pretty big ways, which is a topic for a future article."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"but here's a sneak peek."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.header","level":2,"plaintext":"sneak peek: where is the wave"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"let's come back to our room, shoot some electrons into the hole, and detect them on the opposite wall. you've tried this with one, and it appears to fly like a stone and land on a particular spot:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreiatm5o5gyhgs25vkf2vqnbuuiibrmdplvsh2hhdargtlrmuwuoofi"},"size":1366,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":764,"height":496}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"great, so an electron is like a stone."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"you turn on your electron gun and you leave it shooting a whole lot of electrons into the wall. then you look at the result:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreihh3vhjt2dezx3mis4y7de2w6agho3jmwfbujtiavavfllvlms4l4"},"size":3282,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":408,"height":106}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"why are they all over the place?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":117,"byteStart":112},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"if an electron flies like a stone, it should fly straight and land right opposite. okay, you might say, we know light is a wave, and we know why this happens for light. waves \"interfere\" with each other."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":9,"byteStart":3},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":54,"byteStart":50},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"so maybe, if you fire lots of electrons, they can also move like waves, radiating, overlapping, and canceling each other out."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"maybe electrons are waves too. weird but okay."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"so you try the experiment again, watching the buildup more closely. you don't want the presumed \"waves\" related to different electrons to mess each other up so you shoot one electron at a time."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"still — shooting one of them at a time — they're kind of smearing around. maybe something is literally knocking them off course?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreic46jw7kmz4eq7pjicvaonxth4msny6y6mfof4ueuw7xa7opqwncm"},"size":2294,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":944,"height":428}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":90,"byteStart":87},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"to check whether the problem is with waves or something knocking off course, you leave two holes open behind the electron gun."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"your idea goes like this:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.unorderedList","children":[{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"if something's just knocking them off course, you'll see two clusters of electrons, or at least the same picture shifted twice"}},{"$type":"pub.leaflet.blocks.unorderedList#listItem","content":{"$type":"pub.leaflet.blocks.text","plaintext":"if something wavy is going on, you'll see a \"double slit diffraction\" pattern from waves, similar to what light does:"}}]}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"url":"https://www.youtube.com/embed/4pYWIj7xDqs?rel=0","$type":"pub.leaflet.blocks.iframe","height":600,"aspectRatio":{"width":16,"height":9}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"you leave the electron shotgun firing and go for a coffee."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"you come back and you see it built up — it's wavy!"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreidp2ysli4zaj3coilmxwhfq6pqqlp7uthxrrvigihph6yssgivrgi"},"size":10244,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":840,"height":228}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"oh well, so electrons are waves then."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"but then..."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":33,"byteStart":23},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"what if you shoot them one by one from behind the two holes? then, even if they're wavy, they should never interfere with each other."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"you see the pattern building up:"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreicwinsytemm2wmguqn3nuexdij6265idv7upil5qktdgumy3goppq"},"size":222070,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":1442,"height":1908}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"this is the same pattern as light from two holes interfering."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":36,"byteStart":33},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":69,"byteStart":65},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":105,"byteStart":102},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":165,"byteStart":155},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"except here you're only shooting one electron at a time. you see each of them land. and each lands in one definite spot. the wavy pattern only shows up in statistics — a distribution over time."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"you look at the wall one last time."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":8,"byteStart":3},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"it looks as if two waves were interfering."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":17,"byteStart":13},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"but waves of what?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":8,"byteStart":4},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"and when did they interfere?"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":22,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"where are the waves???"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":""}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.horizontalRule"}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":3,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":131,"byteStart":4},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"i'm pretty new to learning (and teaching) physics. i'm a novice but i tried to keep things accurate, with a bit of editorial flair."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":50,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":62,"byteStart":50},"features":[{"did":"did:plc:fpruhuo22xkm5o7ttr2ktxdo","$type":"pub.leaflet.richtext.facet#didMention"}]},{"index":{"byteEnd":192,"byteStart":64},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"any material corrections are appreciated — ping @danabra.mov. individual experiment descriptions are slightly editorialized but i expect them to be consistent with the current understanding."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":46,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":138,"byteStart":47},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]},{"index":{"byteEnd":153,"byteStart":138},"features":[{"$type":"pub.leaflet.richtext.facet#italic"},{"uri":"https://en.wikipedia.org/wiki/Airy_disk#/media/File:Rubinar-1000_plus_2x_K-1_telekonv_Airy_disk_1.jpg","$type":"pub.leaflet.richtext.facet#link"}]},{"index":{"byteEnd":186,"byteStart":153},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"some illustrations were taken and cropped from Roger Bach et al 2013 New J. Phys. 15 033018 DOI 10.1088/1367-2630/15/3/033018, CC BY 3.0. Airy disk photo by Roman Napreyev, CC BY-SA 4.0."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":93,"byteStart":0},"features":[{"$type":"pub.leaflet.richtext.facet#italic"}]}],"plaintext":"the few screenshots of youtube videos are taken from the videos embedded earlier on the 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authority","content":{"$type":"pub.leaflet.content","pages":[{"id":"019d8cae-e6f9-733f-89f7-ce49d334e404","$type":"pub.leaflet.pages.linearDocument","blocks":[{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.image","image":{"ref":{"$link":"bafkreibna674syx3cuzvwmnq4oywmekyqhfp5fpbbsef7grevld4tt7l6u"},"size":201372,"$type":"blob","mimeType":"image/webp"},"aspectRatio":{"width":1500,"height":429}}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Bluesky gave me a verification checkmark last week. The blue badge now sits next to my name, confirming that I am, in fact, me. It is also nice to know that I have the same amount of checkmarks as Jerry, which is also important."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Bluesky has been steadily verifying people within the atproto developer community. The official framing is about authenticity and preventing impersonation, but in a community of this size, verification is less about confirming identity than about signalling who the ecosystem considers notable. Right now, the primary signal of \"this person is a trusted member of the developer community\" is issued by the venture-funded company at the center of the network rather than by the community itself."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":84,"byteStart":61},"features":[{"uri":"https://bsky.social/about/blog/04-21-2025-verification","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"The protocol actually has infrastructure for this. Bluesky's Trusted Verifier system lets independent organizations issue their own verification badges. The New York Times can verify its journalists, a university its researchers. In principle, some entity representing the atproto developer community could verify its own members, but in practice, no such entity exists."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","facets":[{"index":{"byteEnd":93,"byteStart":88},"features":[{"uri":"https://connectedplaces.online/reflections-on-atmosphereconf/","$type":"pub.leaflet.richtext.facet#link"}]}],"plaintext":"I've been saying for a while that the atproto ecosystem functions as a subculture. As I wrote after the Atmosphere conference, everyone knows everyone, and everyone knows that everyone knows everyone, in the way you find in scenes rather than industries. But what distinguishes this subculture from most others is the structural position of Bluesky at its center. Subcultures normally either lack an institutional core or define themselves against one. The atmosphere community has a hundred-million-dollar company at its heart that it broadly likes and trusts, and that genuinely participates in the community around it."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"For the dev community to verify its own members, it would need three things simultaneously: an entity to operate the verifier, criteria for who qualifies, and enough legitimacy that the verification actually means something. The problem is that each of these depends on the other two. You can't define criteria without some authority to set them. You can't claim authority without community buy-in. And you can't get buy-in without first demonstrating that the criteria and operation are credible. This is a bootstrapping problem that communities have a hard time solving."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"Bluesky bypasses it entirely because its legitimacy as the protocol's developer is already established. And it matters what's actually being verified. When the New York Times confirms one of its reporters, it is describing straightforward fact about employment status. \"This person is a notable atproto developer\" involves judgment about what counts as notable and what counts as a developer, and those judgments become political the moment you have to make them explicit. Bluesky can make these calls quietly, case by case. A community verifier would need to formalize what is currently informal, and formalization has costs."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"The conditions that make the community good are the same conditions that keep it dependent. If the dev community were in conflict with Bluesky, there would be a clear motivation to build independent institutions. The alignment and warmth actually suppress the urgency that would otherwise drive institutional formation. Nobody needs to solve the bootstrapping problem right now, because Bluesky is handling it fine, which is exactly the situation that makes future independence harder to achieve, one small comfortable dependency at a time."}},{"$type":"pub.leaflet.pages.linearDocument#block","block":{"$type":"pub.leaflet.blocks.text","plaintext":"I don't think this is a crisis or even necessarily a problem that needs solving today. One of the most valuable things Bluesky provides to the atproto ecosystem is something harder to replicate than code or infrastructure: coordination authority, the ability to make decisions that stick because people trust the entity making them. For the ecosystem to mature into genuine independence, the community would eventually need to develop its own sources of coordination authority. That's a social challenge, not a technical one, and the kind that open protocol communities have historically found much harder than writing software."}}]}]},"coverImage":{"ref":{"$link":"bafkreibna674syx3cuzvwmnq4oywmekyqhfp5fpbbsef7grevld4tt7l6u"},"size":201372,"$type":"blob","mimeType":"image/webp"},"description":"Who verifies the atproto developer community, and why can't it be the community 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