Artificial Intelligence · Computer Science

Auditable language models through compact causal traces

Sofia Alvarez, Noah Williams, Rina Gupta

Journal
Transactions on Machine Intelligence
Published
2026
DOI
10.5555/pv.2026.004
Subjects
Artificial Intelligence, Computer Science

A synthetic method for exposing short, testable causal traces behind model outputs.

Organic recognition

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