Sam Rodriques
@sgrodriques.bsky.social
460 followers 15 following 84 posts
CEO of FutureHouse, building an AI Scientist
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sgrodriques.bsky.social
They will independently drive a project in collaboration with top academic labs around the country at Harvard, the Broad Institute, MIT, Stanford, and Caltech. 4/5
sgrodriques.bsky.social
Each fellow will receive a $125k stipend, along with access to our wet lab and computational engineering resources, to research a specific question in biology or bioengineering using our agents. 3/5
sgrodriques.bsky.social
Through the fellowship, we will support them in applying our AI agents at scale to make new discoveries in their domains of biology and bioengineering research. 2/5
sgrodriques.bsky.social
Extremely excited to announce the recipients of the 2025 FutureHouse Independent Postdoctoral Fellowship! You might already know of them or their work, these are some of the absolute best rising stars in biology research today. 1/5
Reposted by Sam Rodriques
erika-alden.bsky.social
Heads up: terraforming Mars isn’t just sci-fi, it’s a real possibility that’s possible with today’s technology.

Mars could be green in MY lifetime. 🚀 🌼

What’s stopping us? We need a lot more real research into how to do it right. Don’t nuke Mars!

👇
sgrodriques.bsky.social
It also messes a bunch of stuff up. We need extremely talented bioinformaticians and computational biologists to help us evaluate accuracy and reliability, and to help us train it. Beta testers will also be able to use it for their own analyses. 7/
sgrodriques.bsky.social
Like Crow, Falcon, and Owl, Finch is a bona fide agent. Users upload their data, and then Finch runs code, generates figures, inspects the results, and iterates until it has fully answered the question. For our own projects internally, we have found it to be pretty awesome. 6/
sgrodriques.bsky.social
It identifies upregulated genes (e.g. inflammatory modulators, antimicrobial peptides) and downregulated genes (e.g. bile acid transport genes), and does a pathway analysis. Being able to do this in minutes is a superpower. 5/
sgrodriques.bsky.social
In addition to open-ended analysis, Finch can also do directed data analysis. In this example, we had it do a differential expression and functional enrichment analysis of some RNAseq data (GEO accession GSE87466). 4/
sgrodriques.bsky.social
Importantly, the prompt here is fully open-ended! We just ask the agent to explore the data. Similar to a first year grad student, it makes a bunch of silly mistakes, but also actually ends up finding some really cool stuff. And it works really fast by comparison... 3/
sgrodriques.bsky.social
In the video, see how it independently reproduces key findings from the Golub Lab's 2020 MetMap paper, including the fact that ADAM28 deletions are associated with breast cancer metastases to brain (fig 4b of the original paper). It also identifies several novel findings not already in the paper. 2/
sgrodriques.bsky.social
Introducing Finch, a new agent that fully automates data-driven discovery in biology. We are launching a closed beta for it today (sign up below).

This is still early, but impressive, maybe similar to a good 1st yr grad student. 1/
sgrodriques.bsky.social
We are launching three benchmarked superhuman literature search agents today, and one experimental agent for chemistry. We have many more agents to release soon.

Read more on our blog post: www.futurehouse.org/research-ann...

and check it out at platform.futurehouse.org! 2/2
FutureHouse Platform
AI Agents for Scientific Discovery
platform.futurehouse.org
sgrodriques.bsky.social
Today, FutureHouse is releasing the first dedicated AI Agents for Science, via our Platform. These agents are able to perform a wide variety of scientific tasks better than humans. With the platform, we are bringing these capabilities to the wider community. 1/2
Reposted by Sam Rodriques
futurehousesf.bsky.social
Today, FutureHouse is launching the FutureHouse Platform, bringing the first-ever superintelligent scientific AI agents to scientists everywhere via a web interface and API. The Platform is launching with four agents, each with their own specialization:
Reposted by Sam Rodriques
asimovpress.bsky.social
Just Published: A look inside @FutureHouseSF, the nonprofit trying to build an AI scientist.

We sent a photographer to their HQ in San Francisco and interviewed both co-founders, @SGRodriques and @andrewwhite01.

Check it out in the link below.
Reposted by Sam Rodriques
erika-alden.bsky.social
Time for a LOT of microbe data! 📊 🦠 🤖

@alignbio.bsky.social is aiming to gather a core dataset composed of phenotypes for 1000 diverse microbes cultivated in 1000 diverse conditions.

This labeled data has the potential to take our ability to predict how microbes will behave to the next level!
sgrodriques.bsky.social
Today NASA told us that they want to put our AI Scientist on Mars.

Cool.
sgrodriques.bsky.social
The FutureHouse AI-for-Science fellowship is due on Friday! Work on applying our AI science agents to make new discoveries, with full access to our compute, software engineering, and lab resources, plus $125k annual stipend. Make sure to get your applications in! www.futurehouse.org/fellowship
Fellowship
FutureHouse is a philanthropically-funded moonshot focused on building an AI Scientist. Our 10-year mission is to build semi-autonomous AIs for scientific research, to accelerate the pace of discovery...
www.futurehouse.org
sgrodriques.bsky.social
Applications for the FutureHouse Independent Postdoctoral Fellowship are due in two weeks! $125k annual stipend, full access to our resources, be coadvised by world class professors and apply our AI science agents to make new discoveries. Apply!

Details here: www.futurehouse.org/fellowship