We made FLIP2, a protein fitness benchmark spanning seven new datasets, including enzymes, protein-protein interactions, and light-sensitive proteins, as well as splits that measure generalization relevant to real-world protein engineering campaigns.
25.02.2026 21:25
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The Logic of Catastrophe
Proliferation, launch-on-warning, and AI raise the risk of nuclear war far more than you think. This is what we must do to mitigate the risk.
The Logic of Catastrophe open.substack.com/pub/clairebe... Nuclear war isn't inevitable, but if we don't mitigate these risks, it approaches it. None of them will be fixed by optimism, fatalism, or denial. It will only be fixed if citizens get serious about this.
21.02.2026 14:18
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We used to think that the benefit of GLP-1 drugs (like Ozempic) was dependent on weight loss.
Now we know so many health benefits have little to do with that!
Today's report: www.sciencedirect.com/science/arti...
09.02.2026 21:33
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HLi Lab - Vacancies
Openings
I am looking for a postdoc to develop high-performance algorithms in computational genomics. Email or DM me if interested. For more information, see hlilab.github.io/vacancies. RTs appreciated!
14.01.2026 15:44
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@ppfideas.bsky.social come do some live events in New York this year. Weβd love to see you in person
11.01.2026 20:48
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Embedded Systems Engineer / Oxide
Oxide is hiring in the embedded space. If you enjoy baffling choices by hardware vendors and debugging performance issues come join me.
oxide.computer/careers/sw-e...
20.11.2025 16:55
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Loved this pair of episodes. I was laughing at Chisβ unexpected jumps into accent.
19.11.2025 13:36
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Faculty Position in Computational Biology
Applications are invited for an Assistant/ Associate Professorship in Computational Biology to commence on 1 April 2026 or shortly thereafter. This is a joint post between the Department of Applied
Come and join us here in Cambridge! Applications open for a new faculty position, for a researcher in computational and/or theoretical biology, based jointly in Genetics and Mathematics. Happy to answer questions about research, teaching and working here.
www.cam.ac.uk/jobs/faculty...
11.11.2025 21:05
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BoltzGen now published and available as MIT licensed software
27.10.2025 13:27
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Epic: are we production yet Β· Issue #63 Β· quarto-dev/quarto-markdown
We need to check against many large sites to get a good sense for the impact of this new syntax in practice. autogenerated qmd quartodoc-generated sites (tbd meet with @machow) sites quarto.org Shi...
Quarto friends! I need your help:
We are implementing a new QMD parser in Quarto. It will be super nice. But it's a big change, and we want to minimize the impact.
1. Can you share a link to your Quarto project at github.com/quarto-dev/q...
2. repost this and let your Quarto friends know too?
16.10.2025 14:13
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This is a cartogram depicting the share of land associated with various purposes in the United States.
From https://www.bloomberg.com/graphics/2018-us-land-use/#xj4y7vzkg
Below is a clever visualization of the distribution of how land is used in the US. Cows roam over a lot of land!
But this is not a map - for example, the 100 largest landowning families aren't confined to Florida.
15.09.2025 06:46
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What if the Moon were made entirely of electrons?
YouTube video by xkcd's What If?
What if the Moon were made entirely of electrons?
Watch the latest What If? video collaboration with @minuteearth.bsky.social!
youtu.be/DiWFXv9N0Vs
09.09.2025 19:02
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Looking forward to discussing INDIGNITY with David Runciman @ppfideas.bsky.social at @waterstones.bsky.social in Cambridge THIS Wednesday! And I hope to see many of you there π€©π!
For tickets: t.co/WY5iWDIUZ1
01.09.2025 14:41
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Into natural product biosynthesis & tailoring enzymes? Frustrated by the lack of a dedicated resource to explore their functions? Tired of endless literature searches for reaction info? Meet the MITE database, freely available at mite.bioinformatics.nl. Preprint: doi.org/10.26434/che... (1/8)
21.08.2025 10:52
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The Mask of Sorrow is a monument located on a hill above Magadan, Russia, commemorating the many prisoners who suffered and died in the Gulag prison camps in the Kolyma region of the Soviet Union during the 1930s, 1940s, and 1950s.
01.08.2025 23:21
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The anti-inflammatory power of semaglutide (Ozempic) seen by its normalization to healthy of a 72 protein signature tied to MASH liver disease
nature.com/articles/s41...
21.07.2025 13:54
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YouTube
Share your videos with friends, family, and the world
Software history nerds don't miss Casey Muratori's long-ass talk tracing the origins of OOP
www.youtube.com/clip/Ugkx9Di...
20.07.2025 21:51
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Bioconductor and ggplot2 4.0.0: Whatβs Changing and How to Prepare β Bioconductor community blog
Preparing for the upcoming update - key changes, potential breakages, and what developers and users can do
ggplot2 4.0.0 is coming soon, and is moving some of the internals from S3 to the new S7 OOP system. This is worth a read if you're developing packages with ggplot2 (bioconductor or otherwise) blog.bioconductor.org/posts/2025-0... #Rstats
07.07.2025 15:31
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Beautiful. I really like the speed changes as emphasis
02.07.2025 22:22
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Check out this new review (with animations, natch) of mechanisms of licensing origins of DNA replication - a wonderful (and continuing!) collaboration with Bruce Stillman @cshlnews.bsky.social and John Diffley @crick.ac.uk! www.nature.com/articles/s41...
02.07.2025 17:01
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A graphical summary of the method.
In today's featured article, Kerackian, Romero-Laboureur et al. use high-throughput experimentation to construct a high-quality dataset on nitration reactions and use it to develop a predictive machine learning tool. Find out more in this open access Communication: doi.org/10.1039/D5DD...
01.07.2025 12:41
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Journalists keep asking me, baffled, βWhatβs the Trump administration really trying to do to the science agencies?β
So I say βThey are trying to destroy them. Cut off their funding, ruin their facilities, harass their staff into leaving.β
Itβs not reform, and it never was. Itβs destruction.
24.06.2025 22:34
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On the left, a picture of a Petri dish showing an amycalotopsis from which comes in the center, a cartoon dragon and under the dragon the molecules called Dracomycins, which are drawn in the shape of the dragon. On the right a petri dish showing a cartoon of zones of inhibition.
Dracomicins, Hybrid OligosaccharideβNonribosomal Peptide Antibiotics from Amycolatopsis Species
pubs.acs.org/doi/10.1021/...
13.06.2025 21:40
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