A fruit fly's brain beat Claude, GPT-5, Grok and Gemini at judging health records. Code, data and paper for SuperTruth's connectome study: the MaleCNS v1.0 fly nervous system held fixed and trained to reproduce the Data Trust Index on synthetic health records, against five controls. Pre-registered, published win or lose. DOI 10.5281/zenodo.22865215
reproducible-research neuroscience drosophila whitepaper reservoir-computing health-data data-quality connectome synthetic-data data-trust llm-evaluation malecns fixed-substrate supertruth
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Sep 22, 2026 - Python