Eugene Douglass @practically_sci
Assistant Professor @UGAPharmacy studying immunology and cancer: https://t.co/UYcVC4cL3C original teaching material: https://t.co/H7nhr2kdew douglasslab.com Joined May 2015-
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I wrote up some thoughts on AI agents and biological databases for the @AnthropicAI Science blog. 🚗🧬 Based on research with @ferbsx and @PardisSabeti
New Science Blog: Why has AI advanced faster in coding than in biology? To agents, bio databases are like cities built before cars—maddening to drive in because they're designed for different traffic. How do we build infrastructure agents can use? anthropic.com/research/agent…
New Science Blog: Why has AI advanced faster in coding than in biology? To agents, bio databases are like cities built before cars—maddening to drive in because they're designed for different traffic. How do we build infrastructure agents can use? anthropic.com/research/agent…
How flow cytometry works
.@fpradelli94 & I found a compelling candidate for the first published mathematical model in oncology: Hutchinson's 1886 proposal of Malthusian growth law for tumors. The 2nd math onco? A rebuttal of the 1st, a mere ~3 months later. [some things never change]
Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.
I let Claude Code edit 5 files in one turn. Didn't check what it actually changed. Committed. Broke something unrelated. Now I run /diff after every turn. It opens an interactive viewer showing exactly what Claude changed, file by file.
The Terence Tao episode. We begin with the absolutely ingenious and surprising way in which Kepler discovered the laws of planetary motion. People sometimes say that AI will make especially fast progress at scientific discovery because of tight verification loops. But the story of how we discovered the shape of our solar system shows how the verification loop for correct ideas can be decades (or even millennia) long. During this time, what we know today as the better theory can often actually make worse predictions (Copernicus's model of circular orbits around the sun was actually less accurate than Ptolemy's geocentric model). And the reasons it survives this epistemic hell is some mixture of judgment and heuristics that we don’t even understand well enough to actually articulate, much less codify into an RL loop. Hope you enjoy! 0:00:00 – Kepler was a high temperature LLM 0:11:44 – How would we know if there’s a new unifying concept within heaps of AI slop? 0:26:10 – The deductive overhang 0:30:31 – Selection bias in reported AI discoveries 0:46:43 – AI makes papers richer and broader, but not deeper 0:53:00 – If AI solves a problem, can humans get understanding out of it? 0:59:20 – We need a semi-formal language for the way that scientists actually talk to each other 1:09:48 – How Terry uses his time 1:17:05 – Human-AI hybrids will dominate math for a lot longer Look up Dwarkesh Podcast on YouTube, Apple Podcasts, or Spotify.
The Origin of Species was published in 1859. Principia Mathematica was published in 1687, two centuries earlier. Conceptually, it seems like natural selection is much simpler than the theory of gravity. So why did it take two centuries longer to discover? A contemporary of Darwin's, Thomas Huxley, read the Origin of Species and said, “How extremely stupid not to have thought of that!” Nobody ever said the same for not beating Newton to the Principia. I wonder if the reason this happened is that Darwin’s cannot be decisively tested. The evidence is circumstantial, retrospective, and cumulative. There's no equivalent of Newton running the numbers on the moon's orbital period and radius, and confirming that it corresponds to his theory. In fact, nearly two thousand years before Darwin, the Roman poet Lucretius argued in De Rerum Natura that organisms suited to their environment survive while ill-adapted ones perish. But nobody built a science on it. Without a tight verification loop, the idea just floated by. Terence Tao argues that Darwin succeeded where Lucretius failed because he had the ability to convince people that the gaps in his theory (specifically, what is the mechanism of heredity) would be filled. This was less about ‘hard’ scientific insight, and more a matter of having good research taste and being persuasive. But it was crucial for progress in biology.
Claude Code: "You've hit your limit · resets 7pm" Me from 5-6.59pm
Karpathy Guidelines for coding agents github.com/forrestchang/a…
Perspective
bro casually walks and explains 5 GPU performance optimization methods for LLMs. one of the most simple and intuitive explanations for beginners.
The resolution of microscopes has increased over 10,000 fold over the last 200 years. It's allowed scientists to examine not only cells, but bacteria, then viruses, their protein structure, and, eventually, the individual atoms that comprise them.
an amazing animation of Beethoven's 5th Symphony. Wait for it
The journey of light from the sun
What it's like to watch AI fix a bug
Karishma Kaushik, MBB... @_KarishmaK
27K Followers 8K Following Physician | Scientist | Microbiologist | Hockey | Sarees | Coffee | @TTASIndia 🇮🇳 📘: The Real Deal: Lessons, Learnings, and Laughter for Girl Scientists
Craig Crews @CraigMCrews
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Blake Lash @blake_lash
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Digital Quotient.VB @digiquotientvb
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Errique Einstein @EinsteinErriq
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haruna cisse @cisse_haru71420
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Jeffrey West @mathoncbro
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Halil İbrahim KOÇ, ... @hibrhmkqc
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FLUCTONIC Frédéric ... @FLUCTONIC
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sophia Evans @SophiaEvan22387
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@Cancer therapeutics_... @ReseaproJCTaI
58 Followers 359 Following The Journal of Cancer Therapeutics and Immunotherapy is a peer-reviewed, open- access journal publishing in all the Field of cancer immunotherapy.
Maths History @mathshistory
108K Followers 88 Following This was the official BSHM account, maintained and posted from by @snezanalawrence. It will close soon, follow her personal account for future posts.
Craig Crews @CraigMCrews
9K Followers 934 Following Yale Professor, Founder of @ArvinasInc, Halda Therapeutics, https://t.co/YoR6Yo3d3u, @[email protected]
Alex Cagan @ATJCagan
12K Followers 2K Following Researching somatic evolution at the University of Cambridge and Wellcome Sanger Institute. Also a scientific illustrator.
Nature Chemical Biolo... @nchembio
26K Followers 562 Following A scientific journal devoted to publishing the most compelling research, opinion and analysis at the intersection of chemistry and biology.
Blake Lash @blake_lash
524 Followers 623 Following 🏳️🌈 🧬Postdoc Fellow @FutureHouseSF @insitubiology | PhD at @MITdeptofBE with @zhangf | Ramblin’ Wreck from @GeorgiaTech. he/him
Patrick Boyle — e/�... @p_maverick_b
6K Followers 1K Following Working on design language for biology @americanwetware. iCSO @officialatcc. Previously CSO at Ginkgo Bioworks. @patrickboyle on 🟦☁️
Laura Luebbert, PhD @NeuroLuebbert
5K Followers 1K Following genetics, compbio & viruses · @FutureHouseSF @broadinstitute @Harvard · prev @Caltech · Author of gget (the software, not the coffee bar, unfortunately)
Anshul Kundaje @anshulkundaje
31K Followers 3K Following Federally funded academic research is the innovation engine of the US economy. Reform is welcome. Destruction will have long term consequences.
Gabriele Zaffagnini @zaffagg3
765 Followers 1K Following Group Leader at @CECAD_ @UniCologne. Interested in reproductive #aging, oocyte #proteostasis, and super-organelles. Also at https://t.co/YziWXdR9my
Michael Bronstein @mmbronstein
58K Followers 8K Following #DeepMind Professor of #AI @UniofOxford / Director #AITHYRA / Chief Scientist @proximabio / https://t.co/kZpGpDAw4t (opinions are mine) 🤖🧪🧬🎶🐎
David "Stargate Geniu... @dhewlett
104K Followers 4K Following On a low-twitter diet...see you at https://t.co/u2zO6jTQbY instead.
David W. Collins @DavidWCollins
19K Followers 3K Following Voice actor @cesdtalent. Spybot #MaulShadowLord. Emmy-winning sound designer/mixer @skywalkersound @starwars. Creator of @SoundtrackDWC
Claude @claudeai
1.5M Followers 2 Following Claude is an AI assistant built by @anthropicai to be safe, accurate, and secure. Talk to Claude on https://t.co/ZhTwG8d1e5 or download the app.
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Anthropic @AnthropicAI
1.3M Followers 2 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant @claudeai on https://t.co/FhDI3KQh0n.
Ming "Tommy" Tang @tangming2005
46K Followers 3K Following Director of bioinformatics at AstraZeneca. YouTube at chatomics. On my way to helping 1 million people learn bioinformatics. Also talks about leadership.
Dr. Anthony Letai @NCIDirector
32K Followers 1K Following Official account of Anthony Letai, M.D., Ph.D. Director of @theNCI from 9/29/25. Engagement ≠ endorsement. Privacy: https://t.co/AxsApipkIb
Califano Lab @califano_lab
501 Followers 367 Following This is Dr. Andrea Califano Lab official twitter account. We use systems biology principles to study cancer. We are at Columbia University.
Athens-Clarke County @accgov
10K Followers 38 Following Official Athens-Clarke County, GA Unified Government account. Managed by the Communications Department. Social media policy: https://t.co/tLxYZPA0B3.
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9K Followers 3K Following Christian, mathematician, reader, 🇺🇸. Assistant Prof at @MoffittNews: #MathOnco, cancer evolution, antifragility, cellular automata, #sciart
Dr. Jean Fan @JEFworks
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218K Followers 2K Following Practical AI tutorials and interviews to help busy people become AI builders | Join 150K+ readers at https://t.co/XYKTmGVH14
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2.0M Followers 1K Following I like people to know when I'm drinking coffee, so I joined Twitter. IG & Threads: jamesgunn BlueSky: https://t.co/Xy5jTOkmGD
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19K Followers 202 Following Founder @80000Hours Use your career to tackle the world's biggest problems 🦑 New book with Penguin: https://t.co/Tjs5Pig21B
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238K Followers 1K Following Host of @dwarkeshpodcast https://t.co/3SXlu7fy6N https://t.co/4DPAxODFYi https://t.co/hQfIWdM1Un
Jeffrey Scholz @Jeyffre
16K Followers 913 Following Building the graduate school of blockchain engineering @rareskills_io Use the ultimate developer recruitment network: @raretalent_xyz
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