---
title: "Anthropic integration with Modal brings scalable compute to Claude Science"
description: "Anthropic launched Claude Science, an AI workbench where life sciences researchers run computational workloads from conversation with Claude. The workbench addresses the fragmented toolchain of local machines, HPC clusters, and cloud VMs by centralizing execution in one place. Modal integrates with Claude Science as the compute backend, routing GPU and CPU-heavy workloads to Modal sandboxes automatically and fanning out parallel tasks like virtual screening across hundreds of containers to reduce hours to minutes. Researchers can prompt for tasks such as predicting GFP structure, and Claude writes the folding code, runs it on a Modal GPU, and returns the structure with confidence scores inside the conversation, with Modal handling scheduling, shared storage, and reproducible environments. Modal is committing up to $100,000 in compute for the Claude Science Cohort, with 500– 2,000 allocations per project."
---

# Anthropic integration with Modal brings scalable compute to Claude Science

[Modal](https://yomu.fyi/company/modal) · Jun 30, 2026

**Type:** Announcement

## Summary

Anthropic launched Claude Science, an AI workbench where life sciences researchers run computational workloads from conversation with Claude. The workbench addresses the fragmented toolchain of local machines, HPC clusters, and cloud VMs by centralizing execution in one place. Modal integrates with Claude Science as the compute backend, routing GPU and CPU-heavy workloads to Modal sandboxes automatically and fanning out parallel tasks like virtual screening across hundreds of containers to reduce hours to minutes. Researchers can prompt for tasks such as predicting GFP structure, and Claude writes the folding code, runs it on a Modal GPU, and returns the structure with confidence scores inside the conversation, with Modal handling scheduling, shared storage, and reproducible environments. Modal is committing up to $100,000 in compute for the Claude Science Cohort, with 500– 2,000 allocations per project.

## Context

Life sciences researchers face fragmented toolchains spanning local machines, HPC clusters, and cloud VMs, making reproducible and scalable compute difficult.

## Approach / What changed

Claude Science integrates with Modal as a compute backend, routing GPU and CPU-intensive workloads to Modal sandboxes automatically when more capacity is needed. Modal handles fan-out parallelism, per-step GPU allocation, shared storage via Modal Volumes, and reproducible environments via Modal Images.

## Takeaways

- Modal automatically routes compute-heavy workloads from Claude Science to its sandboxes when the researcher’s local environment is insufficient, requiring no configuration changes.
- Modal enables fan-out across hundreds of containers for highly parallel tasks like virtual screening, reducing sequential hours to minutes.
- Researchers can request GPUs for specific pipeline steps (e.g., structure prediction) while using CPUs for others, optimizing resource utilization.

## FAQ

### How do I connect my Modal workspace to Claude Science?

In the Claude Science app, navigate to Settings, then the Compute configuration section, and connect your Modal workspace.

### What types of workloads benefit from Modal in Claude Science?

Workloads requiring GPUs or many concurrent CPUs, such as variant analysis, virtual screening, structure prediction, and single-cell analysis, automatically route to Modal sandboxes.

### Is there funding available for academic researchers using Modal with Claude Science?

Yes, Modal is committing up to $100,000 in compute for the Claude Science Cohort, with allocations of $500-$2,000 per project. Applications are open through July 15, 2026.

**Tags:** [Claude](https://yomu.fyi/topic/claude), [GPU](https://yomu.fyi/topic/gpu), [Life Sciences](https://yomu.fyi/topic/life-sciences), [Modal](https://yomu.fyi/topic/modal)

- Source: [Modal](https://modal.com/blog/modal-integration-brings-scalable-compute-to-claude-science)
- Source URL: https://modal.com/blog/modal-integration-brings-scalable-compute-to-claude-science
- Ingested by Yomu: 2026-09-20T07:47:06.932Z

[Read original post](https://modal.com/blog/modal-integration-brings-scalable-compute-to-claude-science)