concept
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concept:deliberative-alignment-via-chain-of-thoughtDeliberative 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 edgeEntities 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.
- 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
- The goal of making model behavior match human values and intentions, often addressed during post-training.