AI RESEARCH
paper.json: A Coordination Convention for LLM-Agent-Actionable Papers
arXiv CS.AI
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ArXi:2605.16194v1 Announce Type: cross LLM agents routinely serve as first (and sometimes only) readers of academic papers, skimming for sub-claims, extracting reproducibility steps, and generalizing scope. Standard prose papers produce recurring failures in this role: sub-claims that cannot be cited at sub-paper granularity, scope overextension beyond what the paper tests, and figure commands buried in codebases rather than the paper itself.