~/tags $ grep -l '#adversarial-review' _posts/*
// #adversarial-review
2 posts tagged.
Auditing a Homelab With AI Agents: Personas, Four Waves, and an Adversarial Verifier
The architecture of a security-review system built from AI agent personas: a read-only auditor with a hard constraint list, a four-wave pipeline where each wave answers a question the previous one cannot, a checklist ...
When the Output Looks Right: Why a Green Test Suite Stops You Looking
Anthropic's AI Fluency Index found that people get less critical exactly when an AI produces something polished: fact-checking drops 3.7 points and spotting missing context drops 5.2 points the moment code or document...