Tamas Nagy

@tamasnagy.com

Cellular biophysicist. Microscopist. Urbanist. Working on cell fate decisions in collectives. Postdoc @UCLA with Tom Rando. Prev: PhD @UCSF with Orion Weiner. tamasnagy.com

I'm not sure folks have realized just how crazy the second half of 2026 and 2027 will be for global temperatures – on the back of a record-smashing El Niño event. Here is my latest estimate of where both years will end up compared to global temperatures since 1850.

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Watch a muscle fiber take shape. 🔬 This microscopic video captures a muscle cell fusing with a developing muscle fiber, with cell membranes visible in purple and yellow. The Rando Lab uses live-cell imaging to understand how cells coordinate muscle regeneration. Credit: Tamas Nagy/Rando Lab

Interesting work that shows that frontier models are basically not improving in reliability despite them appearing to do better on benchmarks. Reliability is key to trust. Hard to imagine LLMs being trusted with critical operations until this is solved, *if* it can be. arxiv.org/pdf/2602.16666

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New paper 🧵 What if the "landscape" that guides cell differentiation isn't fixed, but is sculpted, in real time, by the very cells moving through it? We call this a 'sandscape' : grains of sand that carve dunes as they move, while the dunes' shape simultaneously steers where the grains go next.

Got to play around with Holotomographic imaging of muscle cells yesterday via the @uclastemcell.bsky.social imaging core and the results are pretty spectacular 🤩 You can see everything from mitochrondria to lamellipodia to macropinocytosis…with no labels!

Trainees jump on this! Juan is an awesome human and he’s gonna do some amazing science ✨ Can’t wait to see what he gets up to!

Juan C. Landoni@jclandoni.bsky.social · 4mo ago

The Landoni Lab opens this summer at UNIL! @fbm-unil.bsky.social 🔬 Quantitative #imaging + systems biology to decipher how #metabolic architecture & #mtDNA dynamically shape tissue development, #aging and #mitodisease. Beyond excited to fire up the lasers, open positions soon! 🧪 #mitochondria #newPI

Landoni lab & UNIL logos, featuring fluorescent images of mitochondria and nematodes

For me, the most maddening thing is when AI boosters, or detractors, all seem to agree that AlphaFold is an unmitigated good and useful tool showing the power of AI. I disagree. It's hit and miss. And the misses are REALLY expensive. Especially when the conversation suggests it is ALL HIT.

Jake Janey@phlogiston1.bsky.social · 4mo ago

The most maddening quip I hear from the tech overlords is “AI will cure all disease” or some variation thereof. Either they say these things due to their absolute naivety on drug discovery and/or they put out these press release to pump up their valuations.

Federal funding for US biomedical research is moribund. Since October 1 2025, NIH is -80% in new grants and -70% in values (total dollars). Labs are closing down and researchers are leaving science. To what end?

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Do folks have a preferred protocol for bleaching fluorescent proteins prior to doing Immunofluorescence? I tried a 3% H2O2 + 12mM HCl solution but I had severe cell detachment problems (despite everything being fixed).

Absolutely wild timeline we live in TLDR: An agentic AI bot writes a takedown blog post of a matplotlib maintainer after he rejects its pull request. @arstechnica.com screws up and use AI to write a piece about the incident which hallucinates quotes. 🤦 theshamblog.com/an-ai-agent-...

An AI Agent Published a Hit Piece on Me

Summary: An AI agent of unknown ownership autonomously wrote and published a personalized hit piece about me after I rejected its code, attempting to damage my reputation and shame me into acceptin…

theshamblog.com

Interesting study from *Anthropic* that found that AI use didn’t significantly speed up development on a novel task (w/ new Python async lib) but it did hurt understanding. Unsurprisingly, AI seems best at regurgitating common patterns and isn’t that helpful for novel ones. arxiv.org/pdf/2601.20245

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Peer review science relies, more than we care to admit, on what @zey.bsky.social calls "load bearing frictions" that make it difficult to fake good science, and on trust that most ppl also value science itself & won't cheat just for personal gain. This creates the wrong environment for that to hold.

Raphael Wimmer@raphaelwimmer.bsky.social · 6mo ago

OpenAI just released Prism, a LaTeX editor with embedded ChatGPT for free. Writing a paper has never been easier. Clogging the scientific publishing pipeline has never been easier. It took me 54 seconds to write up an experiment I did not actually conduct. prism.openai.com

Screenshot of Prism - I asked it to create a methods, participants, results, and discussion seconds. It did so within 54 seconds...