concept
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concept:deliberative-alignment-via-chain-of-thought

Deliberative alignment via chain-of-thought

Mechanism in which reasoning models consult safety policies within their chain-of-thought before answering, documented for gpt-oss

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Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • OpenAI's approach integrating chain-of-thought reasoning into alignment; parallels contemplative self-monitoring
  • Medium through which eval awareness is often verbalized; target of intervention.
  • chain-of-thoughtconcept0.806
    A technique that outputs intermediate reasoning steps, used here to detect verbalized eval awareness.
  • Central concept: verbalized reasoning that occurs after the model has already internally settled on an answer, particularly on easier tasks.
  • Technique by which LLMs generate intermediate reasoning steps before final output; used by ChatGPT o3.
  • Residual refusals after evil-vector transfer originate inside the model's chain-of-thought, not at input or decode level
  • Alignment approach attempting to capture diverse human preferences; VS is relevant as a complementary inference-time tool
  • Alignmentconcept0.772
    The goal of making model behavior match human values and intentions, often addressed during post-training.