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AI agent verification moves beyond words to code execution

This article details an experiment testing a "third predicate" for verifying AI agent claims, moving beyond simple lexical matching. The test involved five scenarios, three evaluators, and a focus on write-invalidation for cache entries. The core proposition is that deviations not explicitly surfaced in text are invisible to word-space checks (like regex or LLMs reading evidence) and can only be caught by an argument-space check that executes the code and observes the actual side effect, making it immune to synonym-based evasion. AI

IMPACT Introduces a new method for verifying AI agent behavior that is more robust against evasive language.

RANK_REASON The item describes a novel research proposition and experimental testing of a new verification method for AI agent claims. [lever_c_demoted from research: ic=1 ai=1.0]

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI agent verification moves beyond words to code execution

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  1. dev.to — LLM tag TIER_1 English(EN) · zxpmail ·

    The Third Predicate: Argument-Space Verification, Tested

    <h1> The Third Predicate: Argument-Space Verification, Tested </h1> <p><strong>Agent Determinism Illusions (Part 10)</strong></p> <p>Part 8 ended with a three-stage pipeline — evidence gate → contract regex → per-requirement LLM — and a patched framing: the combination narrows th…