Peierls argument

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

• Gierz et al.concept0.675
  Authors of foundational text on CPOs and ordered structures; referenced for theory developed since 1970s.
• Implications are nice, clauses are not.claim0.666
  Assertion about the practical advantages of implications over full propositional clauses.
• Representationalism vs anti-representationalism debatequestion0.666
  Cited tension in cognitive science between theories requiring mental representations and those rejecting representation as necessary.
• "For interpretability, I don't think we even have the right definitions."quote0.665
  Ian Goodfellow quote used to illustrate the pre-paradigmatic state of interpretability research
• In some sense, this is the simplest language model we profoundly don't understand. And so it makes a natural target for our paper.quote0.665
  Articulates why a one-layer transformer with MLP is the appropriate starting target for mechanistic interpretability
• Me Versus Weconcept0.663
• We never allowed the simple-minded pure efficiency argument to dictate, since this would have killed the structure.quote0.659
  Explicit rejection of efficiency-only thinking in favor of life-preserving design.
• A single direction encoding whether the model represents a claim as true or false is persona-relative across conversations (Lampinen et al. 2026)finding0.655
  Additional evidence that core representations are persona-relative, supporting Claim about persona-relative representations