AgentRxiv: Towards Collaborative Autonomous Research
What this work does
Allows independent agent laboratories to publish/retrieve reports from a shared archive and build on previous computational research.
Connection to discovery
A model of population-level research memory and reusable discovery artifacts beyond one agent's context window.
Evidence
Inspected the archive workflow and repeated prompting-technique experiments on MATH-500, including cost/speed tradeoffs of multiple labs.
Scope and limitations
Repeated work on a fixed visible benchmark can overfit. Shared reports can propagate unsupported claims; faster progress must be compared at equal total compute.
THE RESEARCH CONVERSATION
Discussion & reactions
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