Step 11: assistant

thinking

Calls add_argument

{
  "name": "The argument from the filtered-SAE scores against AxBench's reported baselines",
  "stance": "for",
  "claim_id": "d3311aac-502f-4e69-ab97-53ee2b6de622",
  "description": "Filtered SAE features score above ReFT-r1 at L31 and near it at L20 on Concept500, Gemma-2-9B-it, compared with numbers AxBench reported."
}

Calls add_argument

{
  "name": "The argument from the unmatched comparison and the remaining gap to supervised methods",
  "stance": "against",
  "claim_id": "d3311aac-502f-4e69-ab97-53ee2b6de622",
  "description": "Baselines were not re-run; judge, instructions and concept coverage differ; even taken at face value filtered SAEs trail LoReFT, LoRA and prompting; an outside test on Gemma-2-2B did not reproduce the gain."
}