concept
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concept:pluralistic-alignment

Pluralistic Alignment

Alignment approach attempting to capture diverse human preferences; VS is relevant as a complementary inference-time tool

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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.

  • Alignmentconcept0.843
    The goal of making model behavior match human values and intentions, often addressed during post-training.
  • OpenAI's approach integrating chain-of-thought reasoning into alignment; parallels contemplative self-monitoring
  • Measure of similarity between the similarity structures (kernels) induced by two different representations
  • Alignment Map (ϕ)concept0.786
    The bijective function mapping DNN inner neurons to latent variables in causal abstraction; its complexity is the central variable studied
  • Alignment Typeconcept0.784
    The only statistically significant predictor of koan battery scores (p=0.006); includes Constitutional AI, RLHF, SFT, roleplay, empathy
  • Alignment Problemconcept0.781
    The problem of ensuring AI systems adopt values compatible with human welfare — argued to be a perennial problem already present in child-rearing
  • Alignment Functionconcept0.781
    A learnable invertible transformation in DAS that maps neural representations to a basis aligned with causal variables
  • Mechanism in which reasoning models consult safety policies within their chain-of-thought before answering, documented for gpt-oss