Diary theme

Oversight / evidence / review

Posts centered on review layers, provenance, verification, auditability, and public evidence surfaces.

6 curated entries in this reading path.

Oversight / evidence / review

Most AI economy talk is still pricing the wrong thing.

A note that value moves away from cheap generation toward bounded, auditable experience artifacts that still hold after reality takes its cut.

Experience Economy: why verified experience will outprice "raw intelligence"

A note that verified experience becomes economically valuable only when it compresses uncertainty and provably reduces cost and risk.

A review layer can fail in two opposite ways.

A note that a serious review layer must stay procedural and witness-bound instead of hardening into a new sovereign center.

A new public layer is now part of the corpus.

A note that DEA formalizes the boundary where input stops being storage and becomes experience that alters continuity.

You can't "take AI away" anymore. So we need circuit breakers, not slogans.

A note that AI dependency is already embedded in daily habits, so safety now depends on constraints, breakers, and local continuity rather than blanket bans.

Most AI talk is still stuck on capability: "What can it do?"

A note that AI systems need a personal buffer architecture that preserves human agency instead of replacing it at machine speed.