model
Protein structure prediction software cited as already helping researchers infer the likely function of phage proteins from predicted 3D shape.
No evidence-backed relationships are recorded.
HydroGym ships more than 60 validated environments reaching Re = 4 x 10^5, plus a proof of concept where agents trained on cheap surrogates cut local skin friction on a 3D wing section.
Reality
The startup opened a robotic "human data center" near San Francisco on the thesis that AI drug discovery is limited by causal human experiments, not model capacity.
Reality
The startup opened what it calls the world's largest human data center last week. Its diagnosis of the field is testable; most of the evidence for its own machines is self-reported.
Reality
AIntibody tested 511 antibodies from 29 organizations on three tasks. Ranking clones inside HCDR3 clusters was worse than random for every model but one.
Reality
A Science paper from Stanford reports an AI-designed phage genome that produced a functioning virus. Predicting which phage infects which bacterium is still posed as an open question.
Reality