Tag: preference-signals

1 post

The Verification Gap: Why Preference Standards Can't Govern What They Can't See

Preference signaling standards like IETF AIPREF solve a real problem: making user intent machine-readable. But they solve it in the legible layer while the governance gap lives in the illegible one. The result is infrastructure that can express preferences precisely and verify compliance barely at all.

Apr 15, 2026