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cs.LG2026

Counterfactual Likelihood Tests for Indirect Influence in Private Reasoning Channels

Alexander Boesgaard Lorup

Reasoning systems increasingly separate intermediate computation into private and public channels, creating evaluation cases that look similar in transcripts: independent co-deriva…