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All SourcesarXiv
#reason when necessary

VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice

Intermediate
Shuming Liu, Mingchen Zhuge et al.Jan 8arXiv

The paper asks a simple question: do video AIs really need to “think out loud” every time, or can they answer quickly most of the time and think deeply only when needed?

#video reasoning#adaptive reasoning#early exit