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"The IA achieves 59% success on AuditBench, versus 53% for the next-best method and 44% for the best white-box method — even detecting encrypted fine-tuning attacks."

From The Examined Cognition: Substrates of Metacognition and Methods for Looking at the Looking

Supports Fact · compass_artifact_wf-af07b1cf-ff94-4a36-be38-b2e696b60a16_text_markdown.md

Provenance

Position 3687 · 164 characters (within the extraction window)

Extracted 25 September 2026

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