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zach cp

@zcpbx

Biochem, microbio, and protein science. Learning Rust for machine learning.

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22.11.2023
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Latest posts by zach cp @zcpbx

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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 πŸ‘ 51 πŸ” 15 πŸ’¬ 1 πŸ“Œ 1
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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 πŸ‘ 1 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1
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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 πŸ‘ 182 πŸ” 60 πŸ’¬ 7 πŸ“Œ 4
Senior Scientist (Chemistry), Chemical Development | Blanchardstown Road North, Dublin, Ireland | AstraZeneca - BSc/PhD level education in a relevant discipline and experience working within a Research & Development or Manufacturing environment, within the pharmaceutical industry. - Technical expertise and un...

Opportunity in chemical development at AstraZeneca (Dublin Ireland) closing: 27-Jan-2026 #SynChem #EUChemJobs #ChemJobs #chemsky πŸ§ͺ
astrazeneca.eightfold.ai/careers/job/...

19.01.2026 10:55 πŸ‘ 3 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0
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In remembrance of Peer BorkΒ  | EMBL EMBL and its community are deeply saddened by the death of Peer Bork, the organisation’s Interim Director General.

very sad news. Peer Bork was one of the leaders of our field, a wonderful scientist, and he's much too young to be gone. www.embl.org/news/embl-an...

16.01.2026 18:33 πŸ‘ 144 πŸ” 82 πŸ’¬ 10 πŸ“Œ 7
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 πŸ‘ 43 πŸ” 64 πŸ’¬ 1 πŸ“Œ 0

@ppfideas.bsky.social come do some live events in New York this year. We’d love to see you in person

11.01.2026 20:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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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 πŸ‘ 77 πŸ” 31 πŸ’¬ 3 πŸ“Œ 1

Loved this pair of episodes. I was laughing at Chis’ unexpected jumps into accent.

19.11.2025 13:36 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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 πŸ‘ 70 πŸ” 82 πŸ’¬ 0 πŸ“Œ 2

BoltzGen now published and available as MIT licensed software

27.10.2025 13:27 πŸ‘ 10 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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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 πŸ‘ 30 πŸ” 33 πŸ’¬ 5 πŸ“Œ 0
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Staff Scientist About EMBL-EBI EMBL’s European Bioinformatics Institute is a data powerhouse, utilised on a global scale to advance scientific discovery through bioinformatics and solutions to some of the world’s mos...

I am hiring! - looking for a Staff Scientist to co-run my research group with me. Staff Scientist is a senior professional scientist role at EMBL. Please forward to people you might know who could be interested! embl.wd103.myworkdayjobs.com/en-US/EMBL/j...

10.10.2025 07:30 πŸ‘ 108 πŸ” 117 πŸ’¬ 2 πŸ“Œ 5
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Is enhancer-driven gene regulation all wrapped up? - Nature Reviews Genetics In this Comment, Wendy Bickmore discusses mechanistic models of how 3D genome organization facilitates communication between distant enhancers and their target promoters to regulate gene expression.

Very interesting new @wbickmor.bsky.social commentary on the mechanistic mystery that is very distal enhancer-promoter interactions www.nature.com/articles/s41...

17.09.2025 12:43 πŸ‘ 46 πŸ” 15 πŸ’¬ 0 πŸ“Œ 1
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

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 πŸ‘ 115 πŸ” 41 πŸ’¬ 13 πŸ“Œ 9
What if the Moon were made entirely of electrons?
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 πŸ‘ 1082 πŸ” 135 πŸ’¬ 24 πŸ“Œ 13
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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 🀩😍!
For tickets: t.co/WY5iWDIUZ1

01.09.2025 14:41 πŸ‘ 40 πŸ” 6 πŸ’¬ 0 πŸ“Œ 1
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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 πŸ‘ 36 πŸ” 17 πŸ’¬ 1 πŸ“Œ 3
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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 πŸ‘ 406 πŸ” 104 πŸ’¬ 5 πŸ“Œ 4
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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 πŸ‘ 122 πŸ” 28 πŸ’¬ 4 πŸ“Œ 1
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 πŸ‘ 4 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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β€˜Need for speed: high throughput’ – mass spectrometry approaches for high-throughput directed evolution screening of natural product enzymes Covering: 2015 to 2024 Mass spectrometry (MS)-based methods have been implemented extensively for enzyme engineering due to their label-free nature, making them suitable for screening a wide range of…

πŸ”“Read a #OpenAccess review by @drlaurasanchez.bsky.social‬ et al. from @ucsantacruz.bsky.social‬ in our MS Metabolomics themed collection covering mass spectrometry approaches for high-throughput directed evolution screening of natural product enzymes #secmet #natprod

08.07.2025 13:47 πŸ‘ 6 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
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Bioconductor and ggplot2 4.0.0: What’s Changing and How to Prepare – 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 πŸ‘ 20 πŸ” 9 πŸ’¬ 0 πŸ“Œ 0

Beautiful. I really like the speed changes as emphasis

02.07.2025 22:22 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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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 πŸ‘ 81 πŸ” 44 πŸ’¬ 6 πŸ“Œ 2
A graphical summary of the method.

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 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Call for 20 Assistant Professor positions Karolinska Institutet is a world-leading medical university with a long and proud history of ground-breaking research. We are now recruiting outstanding early-career researchers with particularly exce...

Karolinska is looking for 20 (!!) assistant professors and offering 6 year appointments with ~1M USD startup packages.

ki.se/en/about-ki/...

25.06.2025 14:56 πŸ‘ 278 πŸ” 278 πŸ’¬ 1 πŸ“Œ 14

Journalists keep asking me, baffled, β€œWhat’s the Trump administration really trying to do to the science agencies?”

So I say β€œThey are trying to destroy them. Cut off their funding, ruin their facilities, harass their staff into leaving.”

It’s not reform, and it never was. It’s destruction.

24.06.2025 22:34 πŸ‘ 1225 πŸ” 502 πŸ’¬ 29 πŸ“Œ 29
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A widespread metabolic gene cluster family in metazoans - Nature Chemical Biology Grayson et al. report the genomic discovery and biochemical characterization of a widely distributed gene cluster family for briarane diterpenoid biosynthesis in metazoans. This study expands our unde...

A new paper reports the genomic discovery and biochemical characterization of a widely distributed gene cluster family for briarane diterpenoid biosynthesis in metazoans

www.nature.com/articles/s41...

13.06.2025 19:38 πŸ‘ 21 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0
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.

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 Oligosaccharide–Nonribosomal Peptide Antibiotics from Amycolatopsis Species

pubs.acs.org/doi/10.1021/...

13.06.2025 21:40 πŸ‘ 11 πŸ” 4 πŸ’¬ 0 πŸ“Œ 1