FutureHouse
@FutureHouseSF
Philanthropically-funded moonshot building semi-autonomous AI to accelerate the pace of scientific discovery in biology.
Will you be in the Bay Area next week? If so, sign up for our AI & Science Happy Hour, co-hosted with @FutureHouseSF, featuring conversation, food, and drinks with engineers, scientists, and investors. #NVIDIAHealthcare #AI
What if a language model could reason in English and respond with molecules? Meet ether0 — @FutureHouseSF's 24B model trained to translate chemistry questions into SMILES. From scent design to pKa tuning to retrosynthesis, it’s built for molecular reasoning, not small talk.…
Great feature on ether0 in @Nature today!
FutureHouse aims to build an ‘AI scientist’ that can command the entire research pipeline, from hypothesis generation to paper production go.nature.com/3SCjn2U
I want to point out that over the last few weeks there has been other great work on building reasoning models in biology. Don't want to get stuck on defining what is reasoning/verified rewards - this is just cool work to highlight: @hla_michael did some amazing early work on…
At FutureHouse, we’ve noticed scientific agents are good at applying average intelligence across tasks. They always seem to make the obvious choices, which is good, but discovery sometimes requires more intuition and insight than average. We’ve made the first step today towards…
Today we are releasing ether0, our first scientific reasoning model. We trained Mistral 24B with RL on several molecular design tasks in chemistry. Remarkably, we found that LLMs can learn some scientific tasks more much data-efficiently than specialized models trained from…
At FutureHouse, we’ve noticed scientific agents are good at applying average intelligence across tasks. They always seem to make the obvious choices, which is good, but discovery sometimes requires more intuition and insight than average. We’ve made the first step today towards…
Watch our human scientists describe how our AI Scientist came up with a new way to treat dry macular degeneration.
Today, we’re announcing the first major discovery made by our AI Scientist with the lab in the loop: a promising new treatment for dry AMD, a major cause of blindness. Our agents generated the hypotheses, designed the experiments, analyzed the data, iterated, even made figures…