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concept:scale-resilienceScale Resilience
Meta-problem: alignment techniques may collapse under rapid self-improvement or extreme complexity
Related by similarity (8)
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- 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.
- A formal context with a suggestive interpretation used in conceptual scaling.
- LTPBR principle that solution scope should match problem magnitude through multiplicative design approaches.
- 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