Topic
Use of generative and predictive models to propose and triage small-molecule drug candidates, here for the malaria target PfDHODH.
Enveda's ENV-308, a mimic of the exercise hormone Lac-Phe, was safe and well tolerated in its first human trial. The muscle-sparing weight-maintenance pitch is still a hypothesis.
Reality
Two contract labs made and tested Claude's designs, which is genuinely new. The field baseline those results are scored against comes from the company that ran the experiment.
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
VIDRAFT and FINAL-Bench opened a public leaderboard for AI-designed PfDHODH inhibitors. The instructive part is the fourteen defects they found in their own scoring system first.
Reality