Claims that LLMs are non-ergodic and that capability emergence obeys a resource-constrained 'adjacent possible' equation, but the derivation is an analogy and the experiments are too small to validate it.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CL 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
A non-ergodic framework for understanding emergent capabilities in Large Language Models
Claims that LLMs are non-ergodic and that capability emergence obeys a resource-constrained 'adjacent possible' equation, but the derivation is an analogy and the experiments are too small to validate it.