Siddharth Narayanan

Researcher

Life sciencesMaterials and chemistryMachine learning

Now Lists Edison Scientific as his company on GitHub; no title stated · Edison Scientific

Now Researcher (first author of Aviary, Dec 2024) · FutureHouse

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TIMELINE · 2026-10-29

Edison Scientific's EDB-Bio: asked how likely a biology hypothesis is given published results, frontier models score no better than a flat 50% guess; its trained Ibis0 model does better

Lists Edison Scientific, the commercial spinout of FutureHouse, as his company on GitHub. He was first author of Aviary, a FutureHouse gym for training language agents on scientific tasks, and pins the aviary, ldp and ether0 repositories.

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Edison ScientificLists Edison Scientific as his company on GitHub; no title stated
FutureHouseResearcher (first author of Aviary, Dec 2024)

Sourcesgithub.com arxiv.orgEducation and jobs are read from their own homepage or employer's page; papers checked on arXiv. From LinkedIn only the person's own public posts are read; GitHub is a link only.

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2026-10-29Edison Scientific's EDB-Bio: asked how likely a biology hypothesis is given published results, frontier models score no better than a flat 50% guess; its trained Ibis0 model does better

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