FutureHouse and Google DeepMind publish multi-agent AI systems for end-to-end scientific discovery in new Nature papers, with Robin identifying ripasudil for macular degeneration and ERA generating 40 novel single-cell methods
ERA also produced 14 models that beat CDC COVID forecasts.
#442CLS@CHENGLEISILooks like nice progress from @EdisonSci folks!
Andrew White 🐦⬛@andrewwhite01Here's our engineering blog post with how we actually did all this: https://labs.edisonscientific.com/research/how-we-built-kosmos/
At the same time concerns about uncritical adoption, need for guard rails “There is growing evidence that LLM-driven increases in scientific productivity often come at a cost.”https://www.nature.com/articles/d41586-026-01557-x
Eric Topol@EricTopolA big day for multi-agent AI to accelerate biomedical discovery, hypothesis generation, designing experiments with proof points of new candidate drugs (cancer, fibrosis, macular degeneration, antimicrobial resistance, and more) 2 @Nature reports @GoogleDeepMind @FutureHouseSF https://www.nature.com/articles/s41586-026-10658-6 https://www.nature.com/articles/s41586-026-10652-y
Congrats to @SGRodriques and team @FutureHouseSF, @vivnat, @alan_karthi and team @GoogleDeepMind!
Eric Topol@EricTopolA big day for multi-agent AI to accelerate biomedical discovery, hypothesis generation, designing experiments with proof points of new candidate drugs (cancer, fibrosis, macular degeneration, antimicrobial resistance, and more) 2 @Nature reports @GoogleDeepMind @FutureHouseSF https://www.nature.com/articles/s41586-026-10658-6 https://www.nature.com/articles/s41586-026-10652-y
#988Andrew White 🐦⬛@ANDREWWHITE01Congrats to @GoogleDeepMind on their paper in Nature today! Great to see them prove out Co-Scientist in the lab.
#988Andrew White 🐦⬛@ANDREWWHITE01Lots of news today. Don't have energy to write a hit tweet, so here's list
1. Our work on doing lab-in-the-loop with agents was published in Nature 2. We announced our first research partnership with a pharmaceutical company 3. We made new persistent code-writing agent
Here's our engineering blog post with how we actually did all this: https://labs.edisonscientific.com/research/how-we-built-kosmos/
Andrew White 🐦⬛@andrewwhite01Lots of news today. Don't have energy to write a hit tweet, so here's list 1. Our work on doing lab-in-the-loop with agents was published in Nature 2. We announced our first research partnership with a pharmaceutical company 3. We made new persistent code-writing agent
@andrewwhite01 Congrats!!!!!!!!
Andrew White 🐦⬛@andrewwhite01Lots of news today. Don't have energy to write a hit tweet, so here's list 1. Our work on doing lab-in-the-loop with agents was published in Nature 2. We announced our first research partnership with a pharmaceutical company 3. We made new persistent code-writing agent