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Biohub Expands Virtual Biology Initiative Into a $1.8 Billion Effort

October 29, 2026 at 17:06 EDT

Foundation Models
Healthcare

Biohub is expanding its Virtual Biology Initiative into a $1.8 billion effort to build AI-ready biological data and predictive models of how cells behave. The five-year program brings federal agencies and AI companies together to help researchers test biological questions digitally.

OCTOBER 2026 · BIOHUB

Building data for predictive cell models

Biohub’s expanded $1.8 billion initiative aims to help AI predict cellular responses. Its first deliverable is data; a reliable virtual cell remains a research goal.

The $1.8B effort combines several inputs

Selected new cash commitments, shown as vertical blocks in $100M units.

$500M

Biohub

$500M+

Department of Energy

$300M

AI company partners

The Department of Energy figure is a floor. The wider package also includes NIH-coordinated datasets, computation and measurement technology.

From cell measurements to lab tests

The intended workflow connects richer data with predictions researchers can check.

Measure cell responses

→

Train predictive models

→

Prioritize lab tests

Potential

Shared multimodal data could help researchers compare cell responses and choose experiments to test.

Open challenge

Predictions need to generalize across cell types and contexts, then hold up in experiments.

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