ProTEUS: a mutation-resolved world model for closed-loop protein evolution, SOTA on protein engineering
LeoTZ03 · x · 2026-11-12
ProTEUS tackles a holy grail of molecular engineering: efficiently finding mutations that push a protein toward a desired property among 20^L possibilities. It is a mutation-resolved world model for closed-loop protein evolution, achieving SOTA on various protein engineering tasks and opening a new axis of scaling.
Related event: ProTEUS: Mutation-Level World Model for Protein Engineering(2 posts)→
More from Research
- ArcGrav: a cross-model Agent Control Language to cut token overhead — ArchitecturalGravity · 2026-11-12
- Open-source dual-arm robot solves tangram puzzles with 90 demos, ~60% success — DanGrover · 2026-11-12
- FutureHouse's deslopper trains Kosmos to write indistinguishably from human experts — proteinrosh · 2026-11-12
- Fleuret amplifies debate: AI can't slash wet-lab experiments in unmapped biology — francoisfleuret · 2026-11-12
- Recursive's Eureka Machine ships Flint: a sparse 40B model with 2.5B active for local agentic coding — agihouse_org · 2026-11-12
- Recursive bets on open-endedness: agents running massive parallel experiments like scientist communities — agihouse_org · 2026-11-12