Phase Transition / Regime Shift in ICL

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

• phase transitionconcept0.791
  Change between ordered and disordered macroscopic phases; existence depends on topology
• There exists a phase transition of emergent causality in complex systems when a key parameter changes.hypothesis0.730
  Speculation in the discussion.
• Meta-Learning View of ICL (Dai et al. 2023)framework0.709
  Views ICL as a form of meta-learning; UCCT sits alongside this account
• What Constitutes A True Discontinuous Phase Transition Inquestion0.702
• Phase Precessionfinding0.701
  Hippocampal neural coding phenomenon reproduced by active inference.
• Competition Dynamics ICL Framework (Park et al. 2024)framework0.699
  Formalizes regime shifts between retrieval-like and inference-like ICL; UCCT complements with when-predictor
• Optimization-as-Inference View of ICL (von Oswald et al. 2023)framework0.698
  Views transformers as performing implicit gradient descent; UCCT complements this mechanistic account
• The tile-to-mirror phase shift might be a transition from human intellectual intelligence to machine intelligence without intellectuality.claim0.695
  Interpretation of the tile-polishing koan as a metaphor for AI transcending human intelligence.