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MD5 44381934 · made 2026-10-03 · NotebookLM infographic · OCR tesseract 5.5.1

Al Agent Governance: From Flawed Logs to Decidable Receipts

The Problem: The Solution:
The Flaw in Al Logs and Behavior Decidable Edges &
Monitoring Recomputable Receipts

Replace Internal Logs with
Third-Party Receipts
Third parties independently recompute

deterministic receipts over committed
artifacts to verify compliance offline.

Al Output Quality Self-Reported Over-Optimization
is Mathematically Agent Logs Creates Hidden :
Undecidable Cannot Be Trusted Systemic Drift Shift Focus to the :
; ee Decidable Audit Invariant
Rice’s Theorem (1953) By Cover & Thomas (1891), Al agents optimize literal goals ; :
proves no program can an actor's own log cannot over unstated intent, bypassing Proving a check existed before
deterministically judge non- reconstruct what the rules without technically glitching. execution creates an insurable,
trivial properties of another process displaced. parametric trigger for risk compliance.

program's behavior.

AN Gemini Notebook