Notes on evaluating SpaceTraders PROCUREMENT contracts by economics instead of taking them on faith.
From Three Horizons, The Patterning of Hope , by Bill Sharpe Horizon 1: The status quo. The current, dominant business or system, which should be maintained and improved. Horizon 2: The transition zone. The contested space where innovations are…
The case for shared AI infrastructure at the university.
The way we work as human-centred practitioners needs to change. From its beginnings as an engineering technique, through its transition to being a product design tool, user experience now needs to be adopted as a strategic approach.
If there’s a coalition, think about the game theory. Who is participating, and why? Who would defect, and why?
"Playing to your outs" is a term from poker by way of Magic The Gathering. The idea is, when you're bound to lose, you gotta stop making sensible plays. Instead, you must identify a specific card or sequence that could still win you the…
Driscoll's model of reflection (Driscoll, 1994): What? So what? Now what? Often used by the intelligence community to structure briefings. Good heuristic for generalized problem solving .
Research figures out what good looks like. Development executes against a known good. The trap is the work in between.
Put another way: commodity work breeds commodity software. This is why suites emerge (Office suite). They are lowest-common-denominator, but everything works together. Exception: software for teams that drive direct business value. If a product…
The word "agent" is doing too much work. A rough map helps.
Early roadmaps for my working projects and establishing flows
Simple models outperform complex models when data is bad or sparse. Simple models work better in VUCA environments. From the SFI Podcast Apr 6, 2020 , discussing Jurgen Jost and Luu Hoang's paper on making the most of bad data : When data is really…
Amazon.com has a product development process they call Working Backwards . Rather than starting from an idea or a technology, you start by writing the press release for the product. The target audience is the customer. The press release is…
We live in a networked world, a world governed by asymmetry, feedback loops , and power laws . The US Army and Navy War College has an acronym for this kind of world: VUCA . Volatile Uncertain Complex Ambiguous
How complex systems fail: slowly, then all at once. All complex sytems are full of non-linear feedback loops . In a healthy complex system, these will have balancing feedback loops, holding each other in dynamic equilibrium. Given a small…
From Leverage Points: Places to Intervene in a System , by Donella Meadows: PLACES TO INTERVENE IN A SYSTEM (in increasing order of effectiveness) Constants, parameters, numbers (such as subsidies, taxes, standards). The sizes of buffers and other…
Manifestos are statements of absolute belief. They offer no provision for measuring outcomes and course-correcting. Manifestos can't change their mind. A manifesto is a feed-forward system .
Job-to-be-done theory is part of Clayton Christensen 's thinking framework for investigating Disruption Theory . Rather than thinking in product categories and market segments, ask what is the job the customer is hiring this product to do ? A…
Pulp sci-fi author Alfred Bester kept a book of storytelling tricks . All I ever wanted was to be a great storytelling pitchman, which is why I collected the tricky devices and means which are entered in this Gimmick Book. Why? Back in the 18th and…
Stanley Kubrick: "develop a generalized method of solving problems". I think that if you get involved in any kind of problem-solving in depth, on almost anything, it's surprisingly similar to problem-solving on anything. I started out by…
Used in the analysis and deciding phase of scenario planning . Cross-impact analysis (CIA) is a foresight methodology to map interrelationships between a set of scenarios/trends/factors to assess their potential combined impact. It uses a matrix to…
Alfred North Whitehead : Civilization advances by extending the number of important operations which we can perform without thinking about them. And: Operations of thought are like cavalry charges in a battle — they are strictly limited in number,…
Strategy decks get approved then tossed over a wall. Here's how overlapping strategy, creative, and production from day one makes work sharper and faster.
Analysis of 400+ real video budgets reveals the 70/30 rule, hidden costs that blow budgets, and how multi-asset strategies cut per-video costs dramatically.
Goodhart's Law : When a measure becomes a target, it ceases to be a good measure. Goodhart's Law applies to feedback system with humans in the loop . It does not apply to feed-forward systems. Any system including people is a kind of feedback…
Two rules of thumb, seemingly in tension: What's measured gets optimized Goodhart's law : when a measure becomes a target, it ceases to be a good measure. Just because you can measure it doesn't make it important. We tend to measure what is…
We tend to overestimate the effect of a technology in the short run and underestimate the effect in the long run. Why? According to Clark's 3 laws , failure of nerve and failure of imagination.
As a learning experience, I have started building a turn-based strategy game based on Ilandrior.
The Lindy Effect posits that the lifespan of an idea is about 2x as long as it is old. If the story of Beowulf has been told for about 1000 years, we can expect it to be told for 1000 more. Unlike mortals and machines, ideas don't wear out with…
In Augmenting the Human Intellect , Doug Engelbart identifies 4 places where thinking can be augmented: Artifacts — tools for manipulating materials and symbols. Language — symbols we assign to concepts, allowing us to manipulate concepts at higher…
Observe Orient Decide Act A strategic thinking framework developed by Colonel John Boyd, USAF. Since the theater of war is constantly changing, OODA treats decision-making as a control theory problem. You're constantly measuring and readjusting to…
Looking through the lens of conformability means looking at what isn't changing, and asking how you can tailor your product/service/technology to conform to that landscape. What changes slowly? Our fundamental needs — food, water, shelter, energy.…
Bootstrapping is the process of getting better at getting better . Things that bootstrap exhibit exponential improvement . Doug Engelbart coined the term bootstrapping to describe the strategy at his Augmentation Research Center , of focusing on…
The great benefit of computer sequencers is that they remove the issue of skill, and replace it with the issue of judgement. —Brian Eno The extent to which technique is a defensive moat is the extent to which human expression is being limited by…
Far better an approximate answer to the right question, which is often vague, than an exact answer to the wrong question, which can always be made precise. (John W Turkey) Consider the value of an answer along 2 axes: accuracy and precision . High…
A principle from The Innovator's Dilemma . An innovation always starts out integrated, and is modularized later. The boundaries of modularization matter. An object can be sliced in an infinite number of ways. What is important is that you slice…
Every game with more than one player becomes a game about the interactions between those players. Also: Provoking emergence , Villain, team, system .
A complex system that works is invariably found to have evolved from a simple system that worked. A complex system designed from scratch never works and cannot be patched up to make it work. You have to start over with a working simple system. –…
Design patterns are the solutions that have survived natural selection. Somewhere between folklore and formalism, they point out the pivot points on problems. Design patterns are unreasonably effective. They give you leverage even if you don't…
Community gardens, time banks, credit unions, etc are small, but they're economic institutions that are resilient, sustainable, ppl-centered — Mai Sutton (@maira) August 17, 2016 Often, we associate impact with bigness, speed: large-scale…
One of the most interesting ideas at Parc was: “every invention has to be engineered for 100 users”. So if you do a programming language or a DTP word processor, etc, it has to be documented for and usable by 100 people. If you make a personal…