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autoarxiv lets you turn any arxiv paper into running code by simply changing the URL to autoarxiv.org. An AI agent from alphaXiv reads the paper, clones the repo, sets up dependencies, and runs a minimal reproduction to verify claims, logging everything live.
Advises college students to spend the summer reading and implementing best paper awards from NeurIPS, ICML, and ICLR 2025 to gain research experience.