Latest
  1. Johns Hopkins Bayview tells 3,182 patients an employee put their health data into a public AI tool
  2. China’s AI compute access expected to double in 2027, with US-designed chips about 65 per cent
  3. UK commits £100m to national AI Biosecurity Lab
  4. Moonshot AI releases Kimi K3.1 Pro with 1-million-token context window
  5. Residents in Newport and Cardiff oppose hyperscale datacentres near homes
  6. Study: Grok 4.7 picked Republicans in 92% of forced midterm answers, GPT-6.1 Sol picked Democrats in 97%
  7. Attackers exploiting the PHP flaws hand the break-in to AI agents, Unit 42 says
  8. Elvis Presley’s rightsholders sue Anthropic over training on 274 songs

Latest / Science and research

ResearchScienceHealthUSConfirmed

Claude speeds up 30 open biology models about 4x; Anthropic backs a design contest

See how this story connects

Source: Anthropic

Anthropic reported that Claude optimised more than 30 open-source biomolecular models in under four weeks, for structure prediction, protein design, protein language models and genomics, with about 4x average speed-up at minimal precision loss and nearly 2x with identical outputs. Its FlashPairformer kernels beat NVIDIA’s cuEquivariance by 2.7 to 2.9x on triangle attention and 1.7 to 3.2x on multiplication. A low-memory mode folded systems over 10,000 tokens on one GPU node, including human mitochondrial complex I and a bacterial ribosome, while very large capsids were not predicted correctly. One Claude model with one H200 for 24 hours matched a protein design campaign that had used about 100 times more GPU hours. The code is open-sourced, and Anthropic co-sponsors a design competition with Adaptyv Bio, Modal and Twist Bioscience with wet-lab validation for more than 5,000 designs, up to $1m in Claude credits and $250,000 in Modal compute.

Why it matters

A lab is publishing measured speed-ups for the open biology stack and funding a wet-lab contest, the week it opened gated access to the same capabilities.

When
17 Sep 2026
ID
WTA-N-2026-0263
Who
Anthropic, Adaptyv Bio, Modal, Twist Bioscience, NVIDIA

Summary by wheresthe.ai, from Anthropic. Checked against the source on 12 Oct 2026.

Read the original at Anthropic

Source copy: download the page as saved on 18 Oct 2026 (PDF). Document the source offers: document 1 (PDF). Also held by the Internet Archive.

Next stop on this Storyline: What happened nextClaude designs 17 lab-confirmed protein binders against scorpion neurotoxins

Cite this story

WTA-N-2026-0263: “Claude speeds up 30 open biology models about 4x; Anthropic backs a design contest.” wheresthe.ai, 17 Sep 2026. https://wheresthe.ai/d/anthropic-biomolecular-modeling-uplift-2026-09/ (source: Anthropic).

Spotted an error? Email [email protected].