Executive SummarySentinelLABS evaluated how frontier models reverse engineer binaries and annotate disassembler databases, finding recurring problems with inaccurate labels and incomplete analysis. To improve performance, we developed and tested a standard for LLM-driven reverse engineering that keeps annotations tied to evidence, verifies database changes, preserves project state, and requires review of the model’s work.

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