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Dr Liam Brierley

@liambrierley.bsky.social
440 followers 602 following 82 posts

Virologist, statistician, and science presenter. Runs @vibelab.co.uk Research Fellow at @cvrinfo.bsky.social Ambassador for @royalstatsoc.bsky.social Five parts emerging virus epi, two parts R/compsci, ten parts caffeine. he/him 🏳️‍🌈♾

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Dr Liam Brierley @liambrierley.bsky.social · 25/09/2026
Been looking forward to reading this!! How to get empirical data on something notoriously hard to capture (nuances of exposure and contact with animals for zoonosis risk) from sources that have always been right there - public review text. read @ ecoevorxiv.org/repository/v...
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John Stott @jpsastro.bsky.social · 24/09/2026
Had a UKRI funded grant proposal rejected at the "AI triage stage". "This AI-based triage was used only to identify approximately 50% of the strongest proposals to take forward to full human review." 🧪 #academicsky
I am writing to let you know that, unfortunately, your application was not successful.

Review process

As part of the initial triage of the 179 proposals submitted to this call, each was assessed using an AI-based review. Every proposal was read independently by several different AI models against the same seven criteria used to shape this call (including cyber security relevance, research quality and novelty, importance of the problem addressed, feasibility of the project plan, likely outputs and impact, value for money, and responsible research practice), with each model asked to give a score and a written justification with supporting quotations from the text. To guard against any one model's idiosyncrasies, we also ran a second, independent process in which different AI models debated the merits and weaknesses of each proposal before reaching a judgement, again against the same criteria. Scores from both processes were combined to produce an overall ranking. 

This AI-based triage was used only to identify approximately 50% of the strongest proposals to take forward to full human review.  Projects selected for funding were drawn from those that progressed to the full human review stage. We recognise that AI-assisted assessment is a new and evolving part of the review process, and we are continuing to evaluate how well it aligns with the judgements of human reviewers on this call. We will soon produce a document detailing our method, so that others can build upon it and improve it.

Feedback on your application

Your application was not selected to progress beyond the AI triage stage.  To provide transparency on the outcome of this assessment, we are sharing below the scores (out of 5) from each of the two AI review processes described above, together with the mean score across the two processes.
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Dr Liam Brierley @liambrierley.bsky.social · 24/09/2026
Still time to get your tickets for THIS MONDAY'S breakthrough comedy with a side of scientific breakthroughs! Only at The Stand, Glasgow! use discount code BRIGHTCLUB you know you want to www.thestand.co.uk/performance/... #scicomm #scienceoutreach #popscience
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Richard Sever @richardsever.bsky.social · 21/09/2026
"authors could not answer...even basic questions about the paper...difficult to see how they could have verified the paper’s contents" medium.com/@TmlrOrg/ask...
medium.com
Asking Authors About Their Own Papers
By Nihar B. Shah
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Viral Informatics, Biostatistics, and Evolution (VIBE) Lab @vibelab.co.uk · 22/09/2026
New preprint led by Jamie Herzig w innovative phylo-graph machine learning! 🕸️ Dissects that q "are our genotype-to-phenotype host predictions really adaptive mechns or just phylogenetic signal?" For paramyxoviruses, explicitly using shared ancestry structure tells us a lot! @cvrinfo.bsky.social
Minimum spanning tree as a graph, adapted from phylogeny of 218 representative paramyxovirus sequences. Nodes are coloured by curated label of host origin.
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University of Glasgow @glasgow.ac.uk · 21/09/2026
Bright Club is back!  Join us at The Stand Glasgow for a night of laughs as our researchers and academics turn into stand-up comedians. 📅 Mon 28 September 📍 The Stand, Glasgow  Get your tickets for £4 using discount code "BRIGHTCLUB": gla.ac/4duDDyd
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Dr Liam Brierley @liambrierley.bsky.social · 15/09/2026
I hypothesised scientists can be funny, so I set up an experiment: take 8 academics and apply stand-up comedy, then run! Find out what your index fingers say about you and why Mondays are purple on Mon 28th Sep! £5 tickets using code BRIGHTCLUB: www.thestand.co.uk/performance/... @glasgow.ac.uk
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Dr Liam Brierley @liambrierley.bsky.social · 27/07/2026
Still open for applications until end of this month! @ukhsa.bsky.social
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Spyros Lytras @spyroslytras.bsky.social · 23/07/2026
Come work on exciting AI for biology projects in Paris!! 🇫🇷 Details and application below, deadline sept 1st!
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Dr Liam Brierley @liambrierley.bsky.social · 22/07/2026
PhD internship applications are open until 31st July!
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Dr Liam Brierley @liambrierley.bsky.social · 03/06/2026
10 years since I first did science stand-up comedy!! (and I still did 1 or 2 same jokes in this new set) If you like this, come see Bright Club Glasgow live this Mon eve!! Only £5 with code BRIGHTCLUB: www.thestand.co.uk/performance/... #GlasgowScienceFestival @glasgow.ac.uk @cvrinfo.bsky.social
youtu.be
Bright Club Glasgow - Liam Brierley
YouTube video by brightclubglasgow
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Dr Liam Brierley @liambrierley.bsky.social · 27/05/2026
Science stand-up is so in right now - namely, in #GlasgowScienceFestival! How many ways you can probe bowels? Why did Hamilton's rival histori-musical fail? Find out at our special Bright Club show, Mon 8th June! Code BRIGHTCLUB for discounts! www.thestand.co.uk/performance/... @glasgow.ac.uk
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UKVF.bsky.social @ukvf.bsky.social · 12/05/2026
📢 Registration is now open for the first UK Virome Forum meeting! This two-day event will bring together UK-based researchers using genomic approaches to study viromes. Whether you are investigating viral communities in soil 🌱, the human gut 🦠, or whales 🐋, this is your space!
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Viral Informatics, Biostatistics, and Evolution (VIBE) Lab @vibelab.co.uk · 18/05/2026
Followed by another @vibelab.co.uk member Dr Jamie Herzig showing how to tease apart genuine 'host signatures' in viral genomes from phylogenetic signal, also with graph neural nets! #ViBioM2026 @evbc.bsky.social
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Viral Informatics, Biostatistics, and Evolution (VIBE) Lab @vibelab.co.uk · 18/05/2026
Dr Haley Stone opening #ViBioM2026 showing our work to predict virus-tissue compatibility using graph neural nets! @evbc.bsky.social
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Dr Liam Brierley @liambrierley.bsky.social · 04/05/2026
Out now! We used exciting T-cell receptor sequences to show you can treat custom amino acid alphabets for kmers as another model parameter to optimise, giving better predictions. In future we could diagnose chronic disease or past viral infection just from a T-cell sample!🤯 doi.org/10.1371/jour...
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Dr Liam Brierley @liambrierley.bsky.social · 22/04/2026
Sorry, coffee breaks where??
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Dr Liam Brierley @liambrierley.bsky.social · 02/04/2026
What is this, the Pokémon Global Trade System circa 2011?
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Dr Liam Brierley @liambrierley.bsky.social · 01/04/2026
my gut microbiome:
media.tenor.com
a man is standing in front of a sign that says this is audrey
ALT: a man is standing in front of a sign that says this is audrey
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Dr Liam Brierley @liambrierley.bsky.social · 01/04/2026
Hello all my fellow microbial ecologists who have suddenly found themselves transmogrified into botanists this week.
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Dr Liam Brierley @liambrierley.bsky.social · 24/03/2026
Babysitting in the 16th century sounds great
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Dr Liam Brierley @liambrierley.bsky.social · 23/03/2026
If you want to forget about current affairs for a bit and listen to us make jokes about.. um.. current affairs, then, oh look I am doing some panel(?) comedy(??) in Glasgow on Saturday. www.glasgowcomedyfestival.com/events/the-s...
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Dr Liam Brierley @liambrierley.bsky.social · 09/03/2026
Sometimes you stumble upon a species where there must be a cracking story behind the name. en.wikipedia.org/wiki/Bastard...
en.wikipedia.org
Bastard big-footed mouse - Wikipedia
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Michael Marshall @mrmmarsh.bsky.social · 25/02/2026
Five persistent “Zombie Facts” that should be allowed to finally die | Sean Slater 'Zombie facts' are myths, ideas and factoids that continue to spread long after they have been comprehensively debunked.
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MRC-UofG Centre for Virus Research @cvrinfo.bsky.social · 04/02/2026
🦅 What’s driving the spread of highly pathogenic avian influenza (H5N1) across Europe? Using machine learning and wild bird ecology, a new study from @L_Brierley & colleagues reveals a shift towards year-round risk in cold, low-lying regions of NW Europe. www.nature.com/articles/s41...
nature.com
Ecology and environment predict spatially stratified risk of H5 highly pathogenic avian influenza clade 2.3.4.4b in wild birds across Europe - Scientific Reports
Highly pathogenic avian influenza (HPAI) represents a threat to animal and human health, with the ongoing H5N1 outbreak within the H5 2.3.4.4b clade being one of the largest on record. However, it rem...
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The Pandemic Institute @thepandemicinst.bsky.social · 03/02/2026
A study funded through a partnership with CSL Seqirus has been published in Scientific Reports. The research maps #BirdFlu risk across Europe using environmental AND wild bird data. Read more: www.thepandemicinstitute.org/news/study-u... @liambrierley.bsky.social #AvianInfluenza #H5N1
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Dr Liam Brierley @liambrierley.bsky.social · 02/02/2026
🎙️🤣 I wrote about why and how researchers should think about comedy as a way of public engagement via @uofgpe.bsky.social! There's a couple of routes to do this in Glasgow, and if you're interested to see how it works you can come see Bright Club TONIGHT at The Stand! linktr.ee/brightclubsc...
uofgengage.wordpress.com
What do epidemic viruses and laughing at stand-up comedy have in common?
Dr Liam Brierley is a Research Fellow at the MRC-University of Glasgow Centre for Virus Research. In today’s guest post, he talks about the value of using comedy as a tool for communicating r…
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Dr Liam Brierley @liambrierley.bsky.social · 30/01/2026
I am ridiculously excited for this next set of Glasgow scicomm comics. This coming Monday!!
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Dr Liam Brierley @liambrierley.bsky.social · 20/01/2026
Two weeks til 🎙️COMEDIC ACADEMIC🎙️time!! Feat. everything from how much you can electrically stimulate someone to the psychology of stroppy astronauts! Want to dip your own toe in or hear about scicomm-comedy training? Get on that mailing list! eepurl.com/jr69Zg 👀 also don't miss the discount code⬇️
eepurl.com
Bright Club Scotland
Bright Club Scotland Email Forms
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Robertson Lab @davidlrobertson.bsky.social · 07/01/2026
We've a computational PhD project available AI-DRIVEN DISCOVERY OF VIRUS–HOST MOLECULAR INTERACTIONS www.gla.ac.uk/colleges/mvl... as part of the University of Glasgow's MVLS Futures Themes PhD Programme. Deadline for applications is this Monday, 12th Jan 2026. Please apply!
gla.ac.uk
University of Glasgow - Colleges - College of Medical, Veterinary & Life Sciences - MVLS Graduate School - PhD Research Opportunities - College Futures Themes PhD Programme - Projects - Fundamentals o...
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Dr Liam Brierley @liambrierley.bsky.social · 18/12/2025
"[neurodivergent] behaviors .. need not be changed for properly functioning research environments and demanding conformity of autistic scientists is actively harmful to their mental health" Many important and stunningly relatable points in this piece. journals.asm.org/doi/10.1128/...
journals.asm.org
“Why can’t you be normal?”: an urgent call for social and institutional inclusivity of neurodivergent scientists in STEM workplaces | mBio
Autism is a neurodevelopmental phenotype characterized by challenges with socialization (1). Officially classified as an intellectual disability (2), the term “neurodivergent” (antonym: “neurotypical”...
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Dr Liam Brierley @liambrierley.bsky.social · 12/12/2025
Spectra of mutation patterns across the influenza A phylogeny are informative of not just differential host adaptation, but differential tissue adaptation too!
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Dr Liam Brierley @liambrierley.bsky.social · 05/12/2025
Conservation, genomics, ecology, *and* bats all in the same PhD!
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Foxing Around🦊🏳️‍🌈 @foxingaround.bsky.social · 20/06/2024
Some things, like foxes, really are upside down in Australia
Four panel comic, featuring a red fox, a grey cat, and a flying fox
Panel 1:
Cat: “who are you talking to there?”
Fox, holding a phone: “my distant relative in Australia”
Panel 2:
Fox, speaking from a phone: “say hi to cat!”
The face of a fox, upside down: “hi”
Panel 3:
Cat: “don’t you think it’s a dumb stereotype to draw Australians that way?”
Fox: “huh?”
Panel 4:
Zoomed out view on the upside down fox, revealing that it’s a flying fox so it’s upside down because of this, not because of a joke about Australians being upside down
Flying fox: “like what?”
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Dr Liam Brierley @liambrierley.bsky.social · 28/11/2025
What makes bird flu spill over to humans? 4y funded PhD in the genomics and molecular virology behind zoonosis of avian influenza A virus, working with @tompeacock.bsky.social and others between Liverpool, Pirbright, and Uppsala! open to applications until next week!
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Dr Orly Razgour @orlyrazgour.bsky.social · 26/11/2025
🚨 2 PhD opportunities under Wessex One Health to join my group & work on: 1. Integrating bat and fungal pathogen ecology to understand epidemiology 2. AI-augmented metagenomics to map British bat virome and assess zoonotic potential Deadline 26 January 2026 🦇🧪🦠🌍🌐 www.surrey.ac.uk/wessex-one-h...
surrey.ac.uk
Available studentships| University of Surrey
18 fully funded studentships for October 2026 start: interdisciplinary infection bioscience training to address disease threats to human and animal health.
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Guppy Stott @guppy-stott.bsky.social · 20/11/2025
The absurdity of not being able to use a .gov site as a reliable source anymore.
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Dr Liam Brierley @liambrierley.bsky.social · 18/11/2025
It's Trans Awareness Week and @rssdiversity.bsky.social and @rainbowr.org's event tomorrow! 🏳️‍⚧️ Please join me from 17.30GMT at www.youtube.com/@RSSDiversity (stream will be up on homepage) to hear from Dr Voigt and Dr Webster on data on trans identities, barriers in trans lives, and better advocacy.
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I-Ting Tu @itingtu.bsky.social · 11/11/2025
My 1st first-author paper is out as a preprint! Excited to share the fascinating story of marine-feeding vampire bats 🌊🦇 We found that marine-diet bats were exposed to #H5#AvianFlu 🦠 from marine wildlife and could potentially spread it to livestock via blood feed🩸 doi.org/10.1101/2025.11.09.686930
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Louise H. Moncla @lhmoncla.bsky.social · 12/11/2025
Our lab's paper describing the North American H5N1 epizootic is out now in Nature! So thrilled to have this out, and congratulations to @lambod50.bsky.social for all the fantastic work on this: www.nature.com/articles/s41...
nature.com
Ecology and spread of the North American H5N1 epizootic - Nature
The panzootic of highly pathogenic H5N1 since 2021 was driven by around nine introductions into the Atlantic and Pacific flyways, followed by rapid dissemination through wild migratory birds, primaril...
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rainbowR @rainbowr.org · 10/11/2025
rainbowR event: Trans Lived Experiences in Data 🏳️‍⚧️ We are partnering with the @rssdiversity.bsky.social Celebrating Diversity SIG to host an online event next week. More info below! 📅 19th Nov 17:30–18:30 (GMT) 👉 bit.ly/rsscdnov
event flyer, see details via http://bit.ly/rsscdnov
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Dr Liam Brierley @liambrierley.bsky.social · 10/11/2025
TONIGHT! Don't miss out on Glasgow's best* science comedy evening! * within 95% confidence interval
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University of Glasgow @glasgow.ac.uk · 21/10/2025
Bright Club is back!  Join us at The Stand Glasgow for a night of laughs as our researchers and academics turn into stand-up comedians. 📅 Mon 10 November  📍 The Stand, Glasgow  Get your tickets for £4 using discount code "BRIGHTCLUB": gla.ac/4hivOMZ
A collage promoting Bright Club Glasgow. The top left panel features a cartoon blue rubber duck wearing a red-and-white traffic cone as a party hat, with the text "Bright Club Glasgow" on its side. Surrounding this image are five photos of individual stand-up performers on stage with microphones, each speaking animatedly or smiling
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Joe Grove @grovearmada.bsky.social · 06/11/2025
🧬 Thrilled to share our latest paper in @natmicrobiol.nature.com 📄 A collaboration to give the Flaviviridae (home to Zika, Dengue & HCV) a much-needed taxonomic re-think. Our at-scale AI structure prediction gave a complementary perspective on viral evolution. www.nature.com/articles/s41...
nature.com
Taxonomic expansion and reorganization of Flaviviridae - Nature Microbiology
Analysis of RNA polymerase hallmark gene phylogenies supported by protein structure relationships of flaviviruses and ‘flavi-like’ viruses underpins the taxonomic expansion and reorganization of Flavi...
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Dr Liam Brierley @liambrierley.bsky.social · 27/10/2025
In two weeks! Live stand-up comedy from 100% real in-the-flesh researchers and scientists including me (am real last time I checked). This time we got everything from Scottish philosophy & saintspeak to astrophysics & mystery diseases! www.thestand.co.uk/performance/... 👀 discount code: BRIGHTCLUB
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Dr Liam Brierley @liambrierley.bsky.social · 18/09/2025
🚨📝 New work via @thepandemicinst.bsky.social now preprinted! We took ~19000 sequences of avian influenza virus and trained machine learning models on >40000 genomic/proteomic features - the resulting ensemble can predict zoonotic potential with AUC=0.95. More below! www.biorxiv.org/content/10.1...
biorxiv.org
An AI for an AI: identifying zoonotic potential of avian influenza viruses via genomic machine learning
Avian influenza remains a serious risk to human health via zoonotic transmission, as well as a feasible pandemic threat. Although limited zoonotic cases have resulted from the current epizootic outbre...
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bioRxiv Evolutionary Biology @biorxiv-evobio.bsky.social · 01/09/2025
Experimental infections reveal unexceptional viral tolerance in bats www.biorxiv.org/content/10.1101/202…
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Colin Carlson @colincarlson.bsky.social · 17/06/2025
Virus researchers! Please consider participating in this project - it would be a huge help to our lab, and we think it'll lead to some really exciting synthesis. Plus, you'll get an invitation to participate in a workshop later in the project! 🦠😷
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