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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Roman Feiman

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Open access Sep 2026

Object perception encodes mutually exclusive possibilities.

Human adults represent and reason about possibilities: multiple, mutually exclusive, nonactual ways the world could be. It is debated whether this is a late-developing, human-specific capacity and whether it requires natural language. We propose that instead of a unitary high-level capacity, multiple cognitive capaciti...

Gábor Bródy, Peter Mazalik, Roman Feiman · 0 citations

Schr ¨odinger’s CoT: Measuring the Causal Effect of Chains of Thought Alters That Effect

This work uses mechanistic interventions in order to disentangle whether reasoning chains should be viewed as a cause of vs. a justification for the model’s final answer, and finds that the answer to this question is complicated by the fact that the interpretability tools on which the model uses influence the mechanism...

Daniel Kang, Sam Musker, Roman Feiman et al. · 0 citations

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