AutoResearch at Production Scale: Failure Modes and a Multi-Agent Framework
A three-principle scaffolding design is contributed that maps each failure mode to a structural remedy and whose instantiation scales with iteration cost, suggesting these are structural properties of production-scale autonomous research rather than artifacts of either application.
Aparajith Chandran, Juwon Kim, Saurav Jha et al.
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