The Gate That Said No
Whether to adopt a tool you built is itself a decision under uncertainty, so it deserves a decision rule, not a leaderboard. I built a pre-committed, …
essaysbayesianaidecision-theory
Decision-Theory
Make Your OpenClaw Agent Cheaper, and Measure It Yourself
credence-pi is an OpenClaw plugin plus a local daemon that learns your agent and acts at two points by expected utility: it routes each turn to the cheapest …
essaysbayesianaidecision-theory
Make Your OpenClaw Cheaper and Harder to Fool
credence-pi is an OpenClaw plugin plus a local daemon that learns your agent's behaviour and governs its tool calls by expected utility: it blocks the calls …
essaysbayesianaidecision-theory
What a Regex Can't Do
The governor from 'The Brain is Opaque to the Body' now ships as an OpenClaw plugin: wasted tool calls blocked at precision and recall 1.0 on real sessions, …
essaysbayesianaidecision-theory
The Brain is Opaque to the Body
A first-pass body-brain architecture for governing a coding agent's tool_call hook with a Bayesian decision-theoretic brain. The wire schema is fixed by what …
essaysbayesianaidecision-theory