How is AI (artificial intelligence) used in genomics? AI is helping researchers analyse genomic data, identify patterns and generate new insights into health. Swipe through the images below to learn how AI is supporting genomic research and helping us better understand our DNA.
Steve Moss
@gawbul.io
Dad, husband, and PhD 🧑🧑🧒🧒👨🏻🎓 Scientist, technologist, and engineer 👨🔬📱👨💻 Bibliophile 📚 Philomath 🤓 Mental health advocate 💚 Passionate about #bioinformatics, #computing, #evolution, #genomics, #medicine, #science, and #sre 🧬🩺💻 Homepage: https://www.gawbul.io
Rust 1.97.1 has been released. This release fixes a miscompilation in an LLVM optimization. This newly discovered issue has existed since 1.87.0, but was unlikely to lead to an actual miscompilation until a change in 1.97.0. See the blog post for details: blog.rust-lang.org/2026/07/16/R...
Announcing Rust 1.97.1 | Rust Blog
Empowering everyone to build reliable and efficient software.
blog.rust-lang.org
Rust 1.97.0 has been released! 🌈 ✨ 🦀 Some of the highlights are new symbol mangling, a new Cargo setting for Rust warnings, linker output, and new integer methods: bit_width, {lowest,highest}_one, isolate_{lowest,highest}_one. Check out the blog post for details: blog.rust-lang.org/2026/07/09/R...
Announcing Rust 1.97.0 | Rust Blog
Empowering everyone to build reliable and efficient software.
blog.rust-lang.org
🎉 Go 1.26.5 and 1.25.12 are released! 🔐 Security: Includes 2 security fixes to the standard library. 🗣 Announcement: https://groups.google.com/g/golang-announce/c/OrmQE_Yp5Sc/m/G9tnwhteAAAJ 📦 Download: https://go.dev/dl/#go1.26.5 #golang
People really hate AI mandates -- unsurprisingly, since most are terrible. But they don't have to be. Used wisely, the mandate is an effective tool for driving and funding organizational change. More in my piece, "In defense of AI mandates." charitydotwtf.substack.com/p/in-defense...
In defense of AI mandates
When you need to execute a coordinated change on a tight timeline, a mandate is the best and most honest way to fund it.
charitydotwtf.substack.com
Rust 1.96.1 has been released. This point release includes a fix for a miscompilation in a MIR optimization, a fix for http timeouts in Cargo, and patches the recent vulnerabilities in libssh2 which is used as part of Cargo. See the blog post for details: blog.rust-lang.org/2026/06/30/R...
Announcing Rust 1.96.1 | Rust Blog
Empowering everyone to build reliable and efficient software.
blog.rust-lang.org
New Ensembl FTP users, heads up! The FTP structure for the new site has been updated. The species name-based structure will be retired in August 2026. Overlap dumps are provided to help while you rework existing pipelines. Read more on our blog: zurl.co/sSbPj
as promised, here is my post on AI and ethics. I think unilateral disarmament in the face of powerful new tools is neither wise nor effective. I think those of us in tech have a particular responsibility to engage, participate and build better solutions. charitydotwtf.substack.com/p/make-ai-bo...
Make AI Boring Again
On the ethics of engagement, the problem with purity politics, and a world worth fighting for
charitydotwtf.substack.com
First pre-print from the lab, a collaborative effort led by Jess Bourn @bournsupremacy.bsky.social, a fantastic PhD in my group. We resolve a key problem in development + evolution: how do we quantify heterochrony and link temporal variation to phenotype? www.biorxiv.org/content/10.6...
Quantitative mapping of heterochrony to species-specific phenotypes
The genetic program of animal development is conserved, but its rate of execution varies across species. Heterochrony, shifts in the relative timing of developmental events, generates phenotypic varia...
biorxiv.org
If you teach #genomics, support #bioinf training, or use #Ensembl in your courses, check out our new Ensembl for Educators resource at zurl.co/dPKpv and read more about it on the Ensembl blog: zurl.co/rwIPx
🎊 Go 1.27 Release Candidate 1 is released! 🏃♂️ Run it in dev! Run it in prod! File bugs! https://go.dev/issue/new 🔈 Announcement: https://groups.google.com/g/golang-announce/c/Cu9HkstbtpA/m/NfBgswyTBgAJ 📦 Download: https://go.dev/dl/#go1.27rc1 #golang
I think AI is the best opening we've ever had to bring our engineering values to the mainstream, instead of the top single-digit-percent of teams it's always been. But nondeterminism will take more engineering discipline. Not less. charitydotwtf.substack.com/p/ai-demands...
AI demands more engineering discipline. Not less
If you lived through the shift from handcrafted server pets to immutable infrastructure, you should sense something oddly familiar about what's happening now.
charitydotwtf.substack.com
Ensembl 116 + Ensembl Genomes 63 are out! Explore new pig, cattle, and oat genomes, updated alignments and new VEP plugins It’s a milestone! Our last on the current platform. New data from here on is via beta.ensembl.org More info on our blog: zurl.co/MrJ2A
Rust 1.96.0 has been released! 🌈 🦀✨ This release includes assert_matches!(), new range types in core::range::*, and fixes for a medium and a low severity vulnerability in Cargo (that didn't affect crates.io users). Check out the blog post for details: blog.rust-lang.org/2026/05/28/R...
Announcing Rust 1.96.0 | Rust Blog
Empowering everyone to build reliable and efficient software.
blog.rust-lang.org
HMMER, Pfam, and Rfam are critical to so many Bioinformatics pipelines. This is absolutely crazy
This is awful to hear, describing how Sean Eddy (HMMER, infernal, pfam, rfam) has been defunded. The letter said his work "had been determined to be of absolutely no value to the US taxpayer, and therefore it was being specifically terminated," www.npr.org/2026/05/21/n...
Go ❤️s #GoogleIO! This year, Go team members @cameronb.bsky.social and @muncus.bsky.social presented Go’s product keynote, “What’s New in Go,” where they got into everything we’ve launched in Go 1.25 and Go 1.26. Check it out 👉 www.youtube.com/watch?v=l4ln...
What's new in Go
YouTube video by Google Cloud Tech
youtube.com
NEW-(ish) BOOK KLAXON. On its ten year anniversary, a major new updated anniversary edition, with 35k new words and shiny shiny gold on the cover. open.substack.com/pub/arutherf...
A Brief History of Everyone Who Ever Lived: 10 years on
Publication week for a major, tectonic update of my most popular book, ten years on...
open.substack.com
This is one of the best books introducing genetics, genomics and how this relates to how humans have populated the world. It's fun, scientifically accurate and interesting. (and I feature as someone who "pratted around" in my youth in this world. Sort of true).
NEW-(ish) BOOK KLAXON. On its ten year anniversary, a major new updated anniversary edition, with 35k new words and shiny shiny gold on the cover. open.substack.com/pub/arutherf...
Today marks a special date in the HYMS calendar, as we hold a Memorial Service in honour of those who have donated their bodies to us for teaching & research purposes. A warm welcome to the friends & family joining us today; your loved ones will be forever remembered by tomorrow's doctors. 💐💙
Join our colleagues on 21 May 2026 to learn about Ensembl's new Alignments viewer tool!
Explore genomic #StructuralVariants and #GenomeAlignments in our upcoming #webinar on the new Alignments viewer in the Ensembl Data Platform. It includes a live demo comparing human reference and alternative assemblies. Registration free but essential www.ebi.ac.uk/training/eve... @ensembl.org
Working with structural variants in human genomes? Try our new Alignments viewer with the GRCh38 and T2T-CHM13 genomes on the new Ensembl: zurl.co/LlemO Built in collaboration with the HGSVC! Read more on on the Ensembl blog: zurl.co/98juQ
👩🏽🔬 Go 1.26.3 and 1.25.10 are released! 🔐 Security: Includes 11 security fixes to the standard library and the toolchain. 📣 Announcement: https://groups.google.com/g/golang-announce/c/qcCIEXso47M/m/2bOHLAuTBQAJ 📦 Download: https://go.dev/dl/#go1.26.3 #golang
I wrote a friendly rant about the use of causal language in AI. www.linkedin.com/posts/ewan-b...
AI and our language around causality | Ewan Birney
This is a bit of a rant (a ...friendly... rant) about the language around causality present in some of the AI literature and models.
linkedin.com
30 years ago, the yeast genome was completed by an international team of scientists. Since then, S.cerevisiae has become a key model for understanding conserved biological processes and driving discoveries. Explore the annotated Baker’s yeast R64-1-1 genome in @ensembl.org @yeastgenome.bsky.social
Becoming a parent is much more detrimental to women’s academic careers than it is to men’s Read the full story: go.nature.com/4v4rxmQ
The Treasury Committee is reviewing whether the student loan system is fair and wants to hear from doctors and medical students. But you only have a short window to tell them what it’s actually like.
Why do medical students remember rude mnemonics decades later? The answer reveals something fascinating about how all of us learn and remember.
Why anatomy’s naughtiest mnemonics work so well
Why do medical students remember rude mnemonics decades later? The answer reveals something fascinating about how all of us learn and remember.
tcnv.link
🚨Bookings for our @uniofhull.bsky.social AND @york.ac.uk Open Days are now open! 💬Chat with Medicine staff and students 🩺Find out about the application process 🏫Take a tour of our medical facilities Visit our website to check dates and secure your place: www.hyms.ac.uk/medicine/ope...
Rust 1.95.0 has been released! 🌈 🦀✨ This release includes cfg_select!{}, if-let guards in match, Vec::push_mut, VecDeque::push_{front,back}_mut, std::hint::cold_path, and more! Check out the blog post for details: blog.rust-lang.org/2026/04/16/R...
Announcing Rust 1.95.0 | Rust Blog
Empowering everyone to build reliable and efficient software.
blog.rust-lang.org
gbdraw v0.9.1 is out now on Bioconda! Easily visualize microbial genomes and enjoy the #gbdraw web app completely offline. 📦 Install via Bioconda: bioconda.github.io/recipes/gbdr... 🌐 Try the online app: gbdraw.app #bioinformatics #genomics #microbiology #visualization