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concept:scale-resilience

Scale Resilience

Meta-problem: alignment techniques may collapse under rapid self-improvement or extreme complexity

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.

  • Evaluation method where cells are permanently or temporarily disabled to test fault tolerance of learned circuits
  • Central tenet: biological computation is fundamentally non-modular; molecular, cellular, and population scales bidirectionally co-determine each other without privileged level.
  • scaleconcept0.764
    A formal context with a suggestive interpretation used in conceptual scaling.
  • LTPBR principle that solution scope should match problem magnitude through multiplicative design approaches.
  • Mind Scaleconcept0.741
    The range from tiny to vast superintelligent minds and the question of how welfare and cost scale relative to each other
  • The observation that larger LLMs develop more general, abstract linear representations (e.g., truth across diverse topics) compared to smaller models
  • Used in the color cooccurrence experiment to embed colors into 3D space preserving dissimilarity matrix distances