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cs.AI2026
Inference-Time Amplification of Weak Reasoning Models
Varun Sunkaraneni, Pierfrancesco Beneventano, Riccardo Neumarker +2
How much of the capability of a reasoning model exposed by repeated sampling can an imperfect selector recover? We study this problem as {\em inference-time amplification}, separat…
cs.AI2026
Generalizing the Turing Test to Interactive Agents
Daniel Mitropolsky, Susan S. Hong, Riccardo Neumarker +2
We initiate the study of the Generalized Turing Test (GTT), a formal generalization of Turing's imitation game from humans to arbitrary interactive agents. For agents and ,…