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ConceptCIC / Component Interaction Consistency

Component Interaction Consistency

An internal signal measuring the degree of alignment between the direction of attention updates and the direction of FFN responses in a Transformer model, used to assess the internal computational coherence of LLM-generated answers.

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Nov 6

The Component Interaction Consistency (CIC) signal proposed by Circe measures the degree of alignment between the direction of attention updates in early layers and the direction of attention-induced FFN output changes in later layers.

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Nov 6

Circe fuses the three signals CIC, RG and LC into a unified correctness score.

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