finding
pending-review
finding:production-models-show-zero-false-positives-on-thought-injection-detection

Production models show zero false positives on thought injection detection

lindsey-introspective-awareness-2026.md
Frontmatter (12 fields)
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  "doc": "lindsey-introspective-awareness-2026.md",
  "author": null,
  "context": "Opus 4.1 never claims to detect injected thought when none applied (0/100 trials); production Claude models maintain essentially zero false positive rate.",
  "enrichment": {
    "is_stale": true
  },
  "norm_label": "Production models show zero false positives on thought injection detection",
  "source_url": null,
  "graphify_id": "false_positive_control",
  "source_file": "lindsey-introspective-awareness-2026.md",
  "imported_from": "/Users/antonborzov/Documents/Research.nosync/papers/extract_typed_out/lindsey-introspective-awareness-2026/graph.json",
  "extracted_type": "finding",
  "source_location": "§5.3, §5.7",
  "graphify_file_type": "finding"
}

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    lindsey-introspective-awareness-2026.md