Introduces the Effective-Information Consistency Score (EICS) as a white-box, dimensionless metric for circuit coherence in LLMs by combining normalized sheaf inconsistency and causal emergence proxies.
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Measuring Uncertainty in Transformer Circuits with Effective Information Consistency
Introduces the Effective-Information Consistency Score (EICS) as a white-box, dimensionless metric for circuit coherence in LLMs by combining normalized sheaf inconsistency and causal emergence proxies.