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浙大团队开源AI科研智能体Polaris:让AI与你一起做研究

WeChat: 机器之心 LLM Agents 2026-08-15
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TL;DR - Zhejiang University has open-sourced Polaris, an AI research agent platform that connects literature review, idea generation, experimentation, paper writing, and peer review into a human-supervised workflow.

  • Automatically processes arXiv papers into Chinese guides, linked technical summaries, semantic-searchable libraries, and presentations.
  • Uses multiple debating AI reviewers and Elo ranking to evaluate research ideas for novelty and feasibility.
  • Its experiment agent plans, codes, runs, validates, and iterates GPU experiments while pausing for human decisions.
  • Writing and review tools require claims, numerical results, and citations to trace back to recorded experiments and real sources.

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