Tim Stearns
6.6K posts

Tim Stearns
@StearnsLab
Professor and Dean at The Rockefeller University. Cell biologist. Believer in the power of science education.








Let’s go! This from @allen_ai is the coolest thing I’ve seen in a while. Instead of automating the human scientist approach to hypothesize the glaring thing prior information points to, this is an automated discovery tool that measures how much an LLM’s prior belief about a hypothesis shifts after incorporating evidence from a structured dataset, prioritizing surprise. This Bayesian approach provides a way to explore the vast hypothesis space more efficiently based on information gain. The approach and tool are the perfect example of how automated systems can improve upon rather than simply recapitulate the biases, redundancies, and consensus-washing of human discovery. At the risk of generating moral panic, I see many applications including balancing funding portfolios by incorporating principled dataset and hypothesis generation through approaches like this. There’s an opportunity to dramatically increase the knowledge-return on research investment. And dramatically accelerate novel discoveries. Kudos to the team that developed this aggressively sensible approach and made it more broadly available. I think the impact will be huge allenai.org/blog/autodisco…

@ManuelTHERY @MadS100tist @AnnCavanaugh327 And there is this patent, from @ryanlouie, when he was a grad student at Stanford: “Metallic Nanowires Cast from Microtubule Lumens” I was on his thesis committee, and it was a crazy side project. patentimages.storage.googleapis.com/ef/48/03/1be9e…















🧬 From Kinshasa to Heidelberg, Tania Bishola Tshitenge turns hospital wastewater into vital clues against antimicrobial resistance. Through the EMBL – @UNESCO Residency, she advances #OpenScience across continents. Read the full story: unesco.org/en/articles/mo…



