Science & discovery – AI Success Zone

First 3D structure of vault particles in bacteria

Published stamp, level 2 of 5: reputable report, no formal review

Anthropic’s lab used Claude to find and map vault particles in bacteria: a 96-copy phage protein shell. Function still unknown. Read the lab’s research post.

AI-designed gene switches work in living cells

Preprint stamp, level 3 of 5: posted, not yet reviewed

UC Berkeley scored 500,000 candidates; over 90% of 16,770 well-measured AI-designed gene switches worked in yeast. Read the bioRxiv preprint.

AI models floppy, disordered proteins

Peer reviewed stamp, level 1 of 5: checked by outside experts

IDPForge generates all-atom ensembles of intrinsically disordered proteins that agree with NMR and SAXS, without per-sequence training. Open-source for researchers. Learn more.

Autonomous AI lab runs DNA work with little human help

AutoDNA steered 20+ instruments for DNA synthesis and storage with exact recovery, matched expert yields, ran jobs 3.2x faster and validated a known KRAS mutation. Learn more.