Every TCM failure is an abstraction leak.

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

• Every type class morphism failure is an abstraction leak.claim0.787
• Abstraction Leakconcept0.761
  Failure of semantic type class morphism; indicates design flaw where type behavior violates its semantic meaning.
• Denotational design is free of abstraction leaks.claim0.741
  Another key property.
• Simple problems require systems that expose simple solutions; forcing complex solutions signals misaligned abstraction level.claim0.739
  Parlog's merge process for client-server is unnecessarily complex; Linda's tuple operations remain flexible across problem variants.
• Abstraction is the key of any modularization; without it, reliability and correctness guarantees vanish.claim0.728
  Fundamental design principle driving Oberon: proper abstraction enables modular structure and maintainability.
• Causal abstraction is not enough for mechanistic interpretability because it becomes vacuous without assumptions about how models encode informationclaim0.716
  Central thesis of the paper
• Representational abstraction of truth may emerge more clearly with model scaleclaim0.716
  Interpretation of weaker PCA separation and lower ASR in smaller models
• Two heuristic code agents outperform most tested LLMs, and behavioural traces surface recurring LLM failure modes including overbidding, self-bidding, bankrupt TC initiation, and weak opponent-state adaptation.quote0.713
  Abstract sentence summarising performance and failures.