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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Jie Song

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2 papers indexed here

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#artificial intelligence Preprint Oct 2026

Overtaught, Underlearned: Learner-Centered Distillation from Multi-Agent Discussion

Multi-agent discussion produces reasoning collaboratively, while deployment still relies on a smaller student that must answer alone. Full-graph distillation transfers such discussions by treating each correct solution as a separate training target, but what teachers provide need not match what the student learns. This...

Men-Tao Zhou, Jian-Xiao Wang, Xiu-Peng Chen et al. · 0 citations
Conference Aug 2026

A PPO-Assisted Greedy Algorithm for Link Resource Allocation in Edge-Cloud Collaboration Computing

In edge-cloud collaborative computing architectures, when multiple edge servers transmit data to the cloud over a capacity-constrained channel, efficient link resource allocation is crucial to ensure that the cloud receives fresh information. Allocation decisions made in one time slot affect not only current performanc...

Wei Hao, Bin Chong, Wen-Ting Wang et al. · 0 citations

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