NIH Pioneer Award grants ~$6M for LLM agents generating cancer hypotheses tested by robots
anshulkundaje · x · 2026-10-07
Dr. Olivier Elemento of Weill Cornell Medicine received one of only seven NIH Director's Pioneer Awards this year — nearly $6 million over five years — to build an AI-human discovery engine:
- LLM agents (the same technology behind tools like Claude and ChatGPT) will generate cancer hypotheses from human cell and tissue data, starting with lung cancer;
- Robotics platforms will then test hundreds to thousands of experiments in parallel on tumor organoids grown from patients' own cells;
- Human scientists oversee the whole pipeline.
Elemento noted prior "AI scientist" efforts built hypotheses from published literature — a secondhand, sometimes incomplete record of human biology. The new engine works from primary human data across the full pipeline, from analysis through validation.
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