The Lab

Field Reports

Measured work. Each one states its sample, its window and its source up front, and carries the objections that could still overturn it inside the piece rather than outside it.


004 · Aug 12, 2026 · 33 min

The decision layer

Keep a decision layer under any AI deployed, rent it rather than build it, and make the auditable decision record non-negotiable — 14 findings, each graded, three earlier findings removed by adversarial re-analysis.

4 evidence bases14 findings23 cited sourcesAdversarially re-analyzedHolds