πArXiv AIβ’Stalecollected in 12h
LRMs Fail to Transfer Reasoning to ToM
β‘ 30-Second TL;DR
What Changed
Reasoning hurts on longer responses
Why It Matters
Highlights limits of LRMs in social reasoning vs formal tasks. Calls for ToM-specific capabilities. Interventions boost performance.
What To Do Next
Prioritize whether this update affects your current workflow this week.
Who should care:Researchers & Academics
Key Points
- β’Reasoning hurts on longer responses
- β’Adaptive reasoning improves accuracy
- β’Relies on shortcuts, not true deduction
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Original source: ArXiv AI β
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