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Step 21: assistant

2026-11-15 07:16:54 UTC · previous step · next step

thinking

Calls add_argument

{
  "name": "The argument from the reported aggregated ratings",
  "stance": "for",
  "claim_id": "a5665880-9436-4582-a906-e2161fe8e71a",
  "description": "Pipeline-selected SAE features reach AxBench aggregated ratings near the LoRA reference for several label sets."
}

Calls add_argument

{
  "name": "The argument from the unmatched comparison",
  "stance": "against",
  "claim_id": "a5665880-9436-4582-a906-e2161fe8e71a",
  "description": "The LoRA figure was quoted from AxBench on different concepts and layers, while the SAE side used concepts chosen to fit features and per-feature strength tuning."
}

Calls add_related_claim

{
  "kind": "related",
  "claim_id": "a5665880-9436-4582-a906-e2161fe8e71a",
  "reasoning": "A parallel attempt to rescue SAE steering on AxBench through feature selection (output score), compared against the same quoted, not re-run, AxBench baselines; the two share the same methodological weakness.",
  "other_claim_id": "d3311aac-502f-4e69-ab97-53ee2b6de622"
}