Community project / Evaluations and independent research

JevGPT

Apache-2.0 code and per-item run records for the paper JevGPT: Thinking Fast and Slow in Autonomous Research, a research agent in which GPT-5.5 plans searches and writes answers while, in BrowseComp-Plus question answering, jev-1.13.0 answers parallel Choice questions that locate answer lines and Noul questions that check whether each retrieved document region addresses the request, with code returning the original passages to GPT; the authors report 90.48% accuracy on 830 BrowseComp-Plus questions and 0.5390 nDCG@20 on 105 NeuCLIRBench topics, the released records rebuild those rows without model calls, and live runs need GPT-provider credentials, a TypeSafe key and benchmark indexes; evidence queries and source regions go to TypeSafe, and research questions and selected original passages go to the configured GPT provider.

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