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Gamow Labs

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@GamowLabs

Democratizing world-class diagnostics for all babies
Boulder, CO gamowlabs.com Joined May 2026
27 Following 266 Followers 59 Posts

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Gamow Labs Verified account @GamowLabs
Thanks for the shoutout @Google! Gemini 4 Argon is the top-performing agent on our RareBench benchmark, viewable here gamowlabs.com/benchmarks
gamowlabs.com Benchmarks | Gamow Labs Compare AI agents on RareBench, LabBench, LabRobotBench, and ScreenBench.
News from Google Verified account @NewsFromGoogle Oct 23
Gemini 4 Argon is already helping researchers unlock new scientific breakthroughs across fusion, biology, and quantum computing:

⚛️ In nuclear fusion, Argon helped discover a broader class of counterexamples to Grad's conjecture — a nearly 60-year-old assumption in plasma physics — creating new benchmarks for stellarator 3D magnetic fields.

🧬 In biology, it designed five novel, lab-verified serine esterases in a matter of hours — enzyme engineering that would previously have taken months. This work demonstrates the potential for rapid acceleration in fields such as biomanufacturing, green chemistry, and drug development.

🩺 In rare disease research, scientists at @GamowLabs used Argon to analyze de-identified genomes from newborns with rare developmental lung disorders — pinpointing a chromosomal rearrangement that routine software missed for years, and explaining why it went undetected.

🧮 In quantum computing, Argon translated our AlphaQubit error-correction decoder into a single optimized hardware kernel — nearly doubling inference throughput — and cut spacetime costs for a key quantum subroutine by more than 100x.
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Gamow Labs Verified account @GamowLabs
Can frontier AI agents run a robotic wet lab?

We built LabRobotBench to test how they operate equipment, manage timing, and recover interrupted experiments. LabRobotBench allows models to steer a simulation based on our real wet-lab setup in Boulder, CO!

The best model tested, GPT 6.1 Sol, scores a 46% on our benchmark.

Improving on LabRobotBench implies better robotic control and spatial awareness, as well as biological reasoning.

read more in our latest blog post: gamowlabs.com/lab-robot-benc…
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Gamow Labs Verified account @GamowLabs
@GoogleDeepMind gave us early access to Gemini 4. which achieved first place on our clinical genetics benchmark RareBench and scientific experiment design LabBench.

Thank you to Google for the early access and congrats on the launch!
Daniel McKinnon Verified account @danielmckinn0n Oct 13
Big G is back! 🙇

@GoogleDeepMind Gemini 4 takes the 👑 on @GamowLabs RareBench and LabBench by a healthy margin over previous champ Opus 5.5.

A tip of the hat to @melvinjohnsonp, @taotu831, @divy93t, and the rest of the science team for this very strong release.

We've moved essentially all of our biology and genomics research work to Gemini 4 in agy with science skills since joining the EAP program and look forward to seeing if this model can help diagnose some new kids!
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Gamow Labs Verified account @GamowLabs
Watch @danielmckinn0n, live now! 🗣️🎙️💻🧬🧠🚀🚀🚀
Nathan Labenz Verified account @labenz Sep 30
Up now on AI:AM: Daniel McKinnon (@danielmckinn0n), CEO of @GamowLabs.

Their agent reads a sick newborn's whole genome to find the variant behind it. They also run RareBench, a scoreboard of which frontier model is best at clinical genetics.

x.com/i/broadcasts/1…
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Gamow Labs Verified account @GamowLabs
Can AI agents decide what experiment to run next?

We present LabBench, a benchmark built to challenge agents to choose and design experiments for wet-lab biology.

Our core finding: agents struggle to commit to the next most-important experiment, despite considerable domain knowledge and expertise demonstrated in other parts of the eval.