146 Photos and videos
Jun 10
me “this loss is too complicated I can come up with something better”
Me an hour later “this loss is elegant and solves other problems I didn’t even think about yet”
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Will Berman retweeted
May 4
I am begging you to look at your data.
Please look at the data
evals worse than expected? look at the data
evals better than expected? *definitely* look at the data
evals about what you expected? believe it or not ....
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Mar 18
with intent I have automated my job. now will2 sits at my desk and no one has noticed yet
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Feb 25
intent
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Will Berman retweeted
What comes after the IDE? This is our take.
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Will Berman retweeted
Feb 10
Terminals are so 2025.
See you tomorrow.
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TIME’s new cover: Artemis II is poised for the first lunar mission since 1972 time.com/7346146/artemis-ii-…
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Jan 7
have to do some geometry on a curve? just make it a line and use a cross product as god intended
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25 Dec 2025
Kermit and miss piggy’s boy children being frogs and girl children being pigs proves that the species of frog and pig are sex linked traits
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Will Berman retweeted
18 Dec 2025
Working with @IntegratedBio we are finding small molecules that can positively impact aging and age related diseases.
Today we're pulling back the curtain on how computer vision can make high throughput screening better while keeping humans in the loop. 🧵1/n
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18 Dec 2025
monet is a simple and useful model that can decrease the costs of cell imaging, check it out :)
18 Dec 2025
Today we’re sharing exciting new results showing that our computer vision models can infer cellular age from simple microscope images: at scale, at low cost, and with human interpretability built in.
Our approach enables us to:
✅ Infer biological age with 91% accuracy on unseen human donors
✅ Recover ~90% of the signal from unstained brightfield images
✅ Use MONET to generate interpretable virtual cell paintings timelapses
✅ Recover 89% of biological signal in MoA prediction tasks
✅ Screen ultra-large chemical libraries with low-cost microscopy
📄 Blog: integratedbiosciences.com/bl…
📄 MONET paper: arxiv.org/abs/2512.11928
🎥 Demo: thiscellpaintingdoesnotexist…
#Aging #DrugDiscovery #AI #ComputerVision #Biotech #Longevity
@alex_peys @williamLberman @shv @UCSB
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Will Berman retweeted
28 Oct 2025
On November 7th, we’re hosting R&D Day to share company updates and hear from our closest collaborators—the world’s leading minds in biology, chemistry, and AI. Here’s the lineup:
> Fireside chat with Jim Collins (MIT)
> AI panel with @alex_peys (SHV, prev. FAIR) and @Yuhu_ai_ (xAI co-founder)
> Small-molecule chemistry session with @dmac68 (Nobel Prize in Chemistry) and Wendy Young (prev. SVP @ Genentech)
> Future of aging discussion with @UriAlonWeizmann (Weizmann Institute)
We’re excited to set the agenda for the future of aging medicine.
@MIT @broadinstitute @wyssinstitute @shv @facebook @xai @Princeton @NobelPrize @genentech @WeizmannScience
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29 Oct 2025
we got a cat today. name is tbd but she’s a sweetheart
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14 Oct 2025
tried to get a panorama of the whole thing but it was disappearing as I was taking it!
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