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How I Study AI - Learn AI Papers & Lectures the Easy Way

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Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors

Beginner
Zhiwei Zhang, Fei Zhao et al.Jan 22arXiv

Small AI models often stumble when a tool call fails and then get stuck repeating bad calls instead of fixing the mistake.

#FISSION-GRPO#error recovery#tool use

GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts

Beginner
Wenhao Zeng, Xuteng Zhang et al.Jan 8arXiv

Big reasoning AIs think in many steps, which is slow and costly.

#collaborative inference#initial token entropy#step-level routing