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Notes on deterministic verification, AI hallucination in RE, and what we find running the pipeline at scale.

01Recent writing

Why an LLM can’t grade another LLM’s RE report

A model that hallucinates an address will happily hallucinate a reason it’s right — the errors correlate. We walk through why independence is the whole point.

Zero false flags, measured

How the false-flag rate stays at 0 on real binaries: CONTRADICTED requires proof a claim is false; everything merely unprovable stays UNVERIFIED.

Grounding runtime output to a static address

When the agent runs a binary, every printed line is matched back to a defined string in the disassembly — tying behavior to ground truth.

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