We've built an AI scientist.
Mission
Our mission is to use AI scientists to automate and accelerate fundamental science that improves human health.
About us
FutureHouse is a 501(c)(3) nonprofit research lab based in San Francisco, CA.
We were founded in 2023 by Sam Rodriques and Andrew White.
Our vision is to build a research institute that pairs AI Scientists with exceptional human scientists to do science more efficiently than before. We aim to accelerate the pace of discovery and to provide world-wide access to cutting-edge scientific, medical, and engineering expertise.
One day of our AI Scientist can accomplish what human scientists accomplish in 6 months. A single researcher with our AI Scientist can accomplish what an entire team would accomplish previously. Edison Scientific, the commercial spinout of FutureHouse, is now bringing this technology to the world.
04. AI Tools
At the bottom, AI tools are models and interfaces that help make predictions or manipulate the world.
In 2024, many people are working on tools.
Predictive Models
(e.g. AlphaFold)
APIs
Laboratory Experiments
03. AI Science Assistant
AI Assistants are language model agents that can execute on specific scientific tasks (”search the literature for every example of X” or “analyze this single cell data to see Y”).
Many people are working on AI Assistants. Some are working on AI Assistants for science.
Agents for Specific Biological Workflows
(Literature search, functional protein annotation, new protein design, single cell seq, etc.)
02. AI Scientist
We are building an AI Scientist.
The core of the AI Scientist is a loop that consists of building world models, generating hypotheses based on those world models, and then updating those world models in light of new data.
World Model
Hypothesis Generation
Experimentation
01.Human
We will know that the AI Scientist has been built when humans can provide an AI system with a scientific quest and have it come up with hypotheses, conduct experiments, analyze the data, and write a paper on its findings.
The Quest
(e.g. figure out how the human brain works; gain the ability to deliver any gene to any cell in the body; and so on)
We are a nonprofit AI-for-science research lab in San Francisco. Our mission is to build AI systems that can scale scientific research and accelerate the pace of discovery, so humanity can proceed as quickly as possible to find cures for disease, solutions for climate change, and other species-accelerating technologies.
We’re primarily funded by Eric Schmidt, but we have a bunch of other supporters as well. If you're interested in supporting us or helping us expand our mission, contact us at hello@futurehouse.org.
We launched in September 2023. You can read our public announcement from November here.
We have somewhere between 10 and 20 people, depending on when this was last updated.
Edison Scientific is a commercial spinout of FutureHouse.
It’s now part of our spinout, Edison Scientific — available here.
