Minerval

← run e7a8634b

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Step 19: assistant

2026-11-14 20:44:12 UTC · previous step · next step

Calls provenance_record_reading

{
  "note": "The paper's own figures bear the statement for the settings tested: overlapping accuracy, frequency and interestingness, and a consistent abstraction gap. All scoring is by LLM judges, and the comparison covers one SAE method, three model pairs and one prompt set; the paper hedges with \"typically\" and calls the picture nuanced, and in the Gemini comparison the SAE method had higher mean accuracy (72.3% against 63.4%).",
  "support": "supports",
  "deployment": "The paper's headline finding, from its own three-setup comparison.",
  "instance_id": "e6c04843-55d5-4fdd-8b7c-5fb601be2508",
  "source_kind": "preprint",
  "source_read": true,
  "worth_reading": true,
  "worth_reading_reason": "It is the only evidence for the claim; Appendix C holds the per-setup distributions behind \"comparable\"."
}