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Keith Robison

@omicsomics.bsky.social
3.5K followers 389 following 470 posts

Computational biologist & blogger

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Keith Robison @omicsomics.bsky.social · 29/09/2026
What Instrument Protocol Did I Actually Use? Complex protocols for individual instruments, such as PCR profiles for thermocyclers, are often saved to instruments. But how do you know the protocol you wanted is the one you requested? omicsomics.blogspot.com/2026/09/what...
omicsomics.blogspot.com
What Instrument Protocol Did I Actually Use?
Puttering around with some ideas for future experiments on our autonomous lab, I realized a potential software engineering gap that in my ve...
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Keith Robison @omicsomics.bsky.social · 27/09/2026
What about BOB-Seq? A cool new RNA-Seq library prep preprint clicked into place this week omicsomics.blogspot.com/2026/09/what...
omicsomics.blogspot.com
What About BOB-Seq?
An interesting new approach to short read RNA-Seq library preparation bobbed into view this week, using click chemistry to barcode samples b...
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Keith Robison @omicsomics.bsky.social · 24/09/2026
Datapoints Summit 2026 Highlights: Moving AI Closer To The Lab www.drugdiscoveryonline.com/doc/datapoin...
drugdiscoveryonline.com
Datapoints Summit 2026 Highlights: Moving AI Closer To The Lab
At the Datapoints Summit, speakers showed where AI can improve drug discovery—and why better data, validation, and scientific judgment remain essential for lasting progress.
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Bart⚓️ @bartgonnissen.bsky.social · 23/09/2026
The Facial Expressions of Tethys by artist Julius von Bismarck. A suspended high-sea buoy that moves in real time. Sensors on a twin buoy out in the Atlantic Ocean send live satellite data to motors inside the museum. This makes the indoor buoy copy the exact, real-time movements of the ocean waves.
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Keith Robison @omicsomics.bsky.social · 21/09/2026
Sequence That Moldy Lanternfly! Spotted lanternflies are an imported pest that threatens orchards & vineyards, but indigenous fungi are fighting back - and several of these species have poor genome assemblies or none at all. omicsomics.blogspot.com/2026/09/sequ...
omicsomics.blogspot.com
Sequence That Moldy Lanternfly!
Googling on some keywords from a social media post led to an interesting PNAS article from 2019 on two fungi which can infect the spotted la...
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Keith Robison @omicsomics.bsky.social · 18/09/2026
Does Your Instrument Strand Its Data in an Proprietary Binary Format? Me lamenting the archaic locked-down nature of LabChip electophoresis data omicsomics.blogspot.com/2026/09/does...
omicsomics.blogspot.com
Does Your Instrument Strand Its Data in an Proprietary Binary Format?
This week we hosted the first REAL (Readiness & Engagement For Automated Labs) Summit; today that was followed by Ginkgo Datapoints Summit. ...
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Keith Robison @omicsomics.bsky.social · 16/09/2026
A Marvelous Demonstration of This Proposition Which This Context Window is Too Narrow To Contain Ruminations on a recent Twitter blowup over Ash Jogalekar announcing he had used AI to generate a math proof with applications in molecular design omicsomics.blogspot.com
omicsomics.blogspot.com
Omics! Omics!
A computational biologist's personal views on new technologies & publications on genomics & proteomics and their impact on drug discovery
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Keith Robison @omicsomics.bsky.social · 15/09/2026
Very excited for our first large pharma customer! Autonomous labs for the win! pulse2.com/ginkgo-biowo...
pulse2.com
Ginkgo Bioworks To Build Autonomous Lab At Novo's New U.S. R&D Site In Waltham
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Keith Robison @omicsomics.bsky.social · 03/09/2026
Notes On Instrument APIs Critiques I Delegated to Claude omicsomics.blogspot.com/2026/09/note...
omicsomics.blogspot.com
Notes On Instrument APIs Critiques I Delegated to Claude
In my previous post about the Model Hardware Standard from Anthropic , I mentioned some exploration I've been running on instrument APIs.  ...
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Keith Robison @omicsomics.bsky.social · 01/09/2026
Model Hardware Standard: What Is It? Seriously, That's What I'm Asking. omicsomics.blogspot.com/2026/08/mode... Anthropic announced a scheme to allow intelligent agents to communicate with laboratory instruments - but if it's to be a standard, why didn't they release the details?
omicsomics.blogspot.com
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Keith Robison @omicsomics.bsky.social · 27/08/2026
Recombination-Based Autonomous Protein Structure-Function Search My notes on a recent lab-in-a-loop preprint with an interesting approach to avoid the expense & time of many rounds of DNA synthesis omicsomics.blogspot.com/2026/08/reco...
omicsomics.blogspot.com
Recombination-Based Autonomous Protein Structure-Function Search
An interesting preprint showed up last week in the autonomous agent-driven experimentation space - an area I'm paid to be very interested in...
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Stephen Turner @stephenturner.us · 27/08/2026
Extremely cool. Some Scientists Have ‘Magic Hands’ in the Lab. This A.I. Is Learning Why: www.nytimes.com/2026/08/27/s...
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Keith Robison @omicsomics.bsky.social · 21/08/2026
SIMB Notebook: The Frontiers of Protein Engineering omicsomics.blogspot.com/2026/08/simb...
omicsomics.blogspot.com
SIMB Notebook: The Frontiers of Protein Engineering
The Society for Industrial Microbiology (SIMB) annual meeting in Austin the first week of the month was great fun.  I caught up with two War...
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Keith Robison @omicsomics.bsky.social · 19/08/2026
HiFi's Not Very Pacific Waters omicsomics.blogspot.com/2026/08/hifi...
omicsomics.blogspot.com
HiFi's Not Very Pacific Waters
PacBio had a major shakeup early this month. First came a large round of layoffs, which caught several individuals who were very much the fa...
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Keith Robison @omicsomics.bsky.social · 03/08/2026
When PCR Gives You Lemons... A Danish group has peered into PCR artifacts and turned them into a fascinating way to index genome libraries omicsomics.blogspot.com/2026/08/when...
omicsomics.blogspot.com
When PCR Gives You Lemons...
I wish to highlight an interesting new preprint from a group at Danish Technical University which explores the schmutz in PCR reactions, d...
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Keith Robison @omicsomics.bsky.social · 02/08/2026
If you are at #SIMBAM2026 in Austin I’d love to chat autonomous laboratories Spot me by my hat from Texas - given by the esteemed @BioMath at Texas A&M
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Chenxin Li, PhD @chenxinli2.bsky.social · 28/07/2026
That’s just awesome
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Stirling Churchman @stirlingchurchman.bsky.social · 28/07/2026
RNA-seq tells us how much RNA is present in the cell. But to understand gene regulation, we need to easily measure the synthesis and decay rates driving this abundance. We introduce AIR-seq: analog intrinsic recoding sequencing. (1/6) www.biorxiv.org/content/10.6...
biorxiv.org
Analog intrinsic recoding measures RNA dynamics without chemical conversion
Steady-state RNA abundance measurements mask the synthesis and decay rates that shape gene expression. Analog intrinsic recoding sequencing (AIR-seq) repurposes the base-pairing properties of N4-hydro...
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Emily Lakdawalla 🏳️‍⚧️ Uranus Expert @elakdawalla.bsky.social · 28/07/2026
A fun image processing distraction today -- how to clean up the noisy background of a photo of a microfilm of a medieval manuscript? Thread, in which I use Photoshop, but similar tools are available in GIMP and other image processing software.
Photo of a microfilm of a medieval manuscript, with a dark grey backgroundPhoto of a microfilm of a medieval manuscript, rendered more visible by removal of the background
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Keith Robison @omicsomics.bsky.social · 28/07/2026
Dad Had Manuals, I Have An Agent Heaping praise on Catalyst Agent for its ability to delve the fine details of our autonomous lab omicsomics.blogspot.com/2026/07/dad-...
omicsomics.blogspot.com
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Keith Robison @omicsomics.bsky.social · 22/07/2026
Element's Curious Patentsieg omicsomics.blogspot.com/2026/07/elem...
omicsomics.blogspot.com
Element's Curious Patentsieg
Last week news broke that Element Biosciences had won a patent lawsuit against Illumina, and that it affected MiSeq.  MiSeq????  How did a p...
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bioRxiv Genomics @biorxiv-genomic.bsky.social · 20/07/2026
Triplex DNA and inverted repeats cause long-read sequencing bias against simple satellite DNA www.biorxiv.org/content/10.64898/20…
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Keith Robison @omicsomics.bsky.social · 20/07/2026
Fiber-Seq: Plasmids Model Chromosomes Well Exploring mutational effects on chromatin structure without having to edit chromosomes 🖥️🧬 omicsomics.blogspot.com/2026/07/fibe...
omicsomics.blogspot.com
Fiber-Seq: Plasmids Model Chromosomes Well
A recent publication in Molecular Cell involving Fiber-Seq caught my attention, though I've since discovered this preprinted over a year ag...
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Keith Robison @omicsomics.bsky.social · 10/07/2026
The Simulator That Isn't There Ruminations on how automation open source world is very less populated than genomics open source world omicsomics.blogspot.com/2026/07/the-...
omicsomics.blogspot.com
The Simulator That Isn't There
Okay, this is one of those cases where I kvetch about other people not having built the tools I want to use - perhaps a bit of a insufferabl...
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Keith Robison @omicsomics.bsky.social · 07/07/2026
Countable Raises Funds, Heads to Clinic 🖥️🧬 omicsomics.blogspot.com/2026/07/coun...
omicsomics.blogspot.com
Countable Raises Funds, Heads to Clinic
I caught up by teleconference recently with Countable Labs CEO Giovanna Prout, fresh off Countable Labs' $26M equity fundraising - a round w...
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Keith Robison @omicsomics.bsky.social · 01/07/2026
Latest video documenting my quest to implement an enzyme kinetics assay on our autonomous laboratory Nebula. Co-starring my faithful assistant Lily
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Keith Robison @omicsomics.bsky.social · 28/06/2026
Alex Hastie Returns to BioNano, Takes CSO Reins omicsomics.blogspot.com/2026/06/alex... 🖥️🧬
omicsomics.blogspot.com
Alex Hastie Returns to BioNano, Takes CSO Reins
An interesting news item this week is that BioNano Genomics has appointed Alex Hastie as Chief Scientific Officer.  Hastie is an obvious cho...
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Keith Robison @omicsomics.bsky.social · 25/06/2026
E.coli Doesn't Like Diets Either, At Least Genomic Ones omicsomics.blogspot.com/2026/06/ecol...
omicsomics.blogspot.com
E.coli Doesn't Like Diets Either, At Least Genomic Ones
Another interesting preprint that fits several recent themes - genome minimization, discontinuation of products - comes from a Japanese grou...
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Keith Robison @omicsomics.bsky.social · 23/06/2026
Shredding Genomes: Establishing Plausible Deletability Looking at a preprint describing deletion scanning mammalian genomes omicsomics.blogspot.com/2026/06/shre...
omicsomics.blogspot.com
Shredding Genomes: Establishing Plausible Deletability
There's an interesting new preprint from Jay Shendure's lab which introduces the technique of Shred-Seq, which is a Cas3-driven approach to...
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Reposted by Keith Robison
Vivek Mutalik @vivekmutalik.bsky.social · 03/04/2026
📣Huge preprint 🔔 Today we share something our group has been working toward for a long time, led by @lucasmoriniere.bsky.social We asked can we predict which receptor a phage targets from its genome sequence alone? For most phages, we couldn’t. So Lucas set out to do something I had only dreamed of.
Phage receptor prediction from genome sequencing alone. Bacterial receptor (blue) interacting with phage proteins (purple) is shown here
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Keith Robison @omicsomics.bsky.social · 03/04/2026
$44/gene enzymatic function test with just $799 assay configuration!!! ~$5K & we will boot your assay & run full 96 well plate experiment! How many enzymatic reactions does this entice you to deorphan?
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Peter Gleick @petergleick.bsky.social · 02/04/2026
When you go up to the Sierra Nevada to do the last seasonal snowpack depth measurement and there isn't any snow. #climate #climatechange #water
Photo of the snowpack measurement team, with a five foot long tube to measure snow depth and water content, but it's resting on grass, with just sprinkles of white snow around the field.
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Keith Robison @omicsomics.bsky.social · 01/04/2026
A Wish For Snail-Inspired Tulips My latest post: can a childhood fright inspire floral beauty? Also some name-dropping of my favorite leading edge floral genetic engineers omicsomics.blogspot.com/2026/03/a-wi...
omicsomics.blogspot.com
A Wish For Snail-Inspired Tulips
About a year ago we took a family vacation to the Netherlands with a prime goal to see tulips - and tulips we did see!  Even a rainy day (wh...
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Keith Robison @omicsomics.bsky.social · 31/03/2026
Less than two weeks until #AGBTAg26 ! Looking forward to planting @Ginkgo flag there - may many productive discussions bloom around autonomous laboratories and cloud lab services!
AGBT Agriculture logo rendered by depositing fluorescent bacterial strains on an agar growth plate
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Keith Robison @omicsomics.bsky.social · 30/03/2026
icon16: Precise Amplification for All! 🧬🖥️ omicsomics.blogspot.com/2026/03/icon...
omicsomics.blogspot.com
icon16: Precise Amplification for All!
I've loved the n6tec icon96 instrument since they first tipped me about it several years back.  The idea of running 96 independent PCRs in p...
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hoffsbeefs.bsky.social @hoffsbeefs.bsky.social · 30/03/2026
a lot depends on the complexity of the flow cell algebra but if it truly makes service lab workflows fast fast that is worth a lot. just makes planning easier.
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Jeff Gentry @geoffjentry.bsky.social · 28/03/2026
They had one a long time ago. About 15 years or so ago I played around with something in R to pull down data via API. It was half baked even then, guess they decided ti unbake it altogether
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hoffsbeefs.bsky.social @hoffsbeefs.bsky.social · 30/03/2026
will I be able to run 5000 low pass libraries on it faster than on a nova? what about amplicons?
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Igor Martayan @imartayan.bsky.social · 30/03/2026
2. I don't mind if people don't want to use Rust but instead of rewriting it from scratch every single time, why don't you write bindings and make them available for everyone? This is both easier and more maintainable, and would actually be helpful for the community.
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Keith Robison @omicsomics.bsky.social · 30/03/2026
Who’s Going To But Roche Axelios? 🖥️🧬 omicsomics.blogspot.com/2026/03/whos...
omicsomics.blogspot.com
Who's Going to Buy Roche Axelios?
After Roche's AGBT presentation, a key question for many is "who is going to buy an Axelios?".  Below are some thoughts on the topic, based ...
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Keith Robison @omicsomics.bsky.social · 28/03/2026
LinkedIn Laments 1 of N: Where's the API? omicsomics.blogspot.com/2026/03/link...
omicsomics.blogspot.com
LinkedIn Laments 1 of N: Where's the API?
In my current role I spend a lot of time on LinkedIn. A core task is to identify possible customers, and LinkedIn is rich hunting ground. I'...
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Leighton Pritchard @widdowquinn.bsky.social · 26/03/2026
GitHub will be allowing Copilot to use your code for training its models, unless you opt out. Seems like the sort of thing some people might want to opt out of…
We’re updating how GitHub uses data to improve AI-powered coding tools. From April 24 onward, your interactions with GitHub Copilot—including inputs, outputs, code snippets, and associated context—may be used to train and enhance AI models unless you opt out.

If you previously opted out of the setting allowing GitHub to collect this data for product improvements, your preference has been retained— your choice is preserved, and your data will not be used for training unless you opt in.

This approach aligns with established industry practices and will enable our models to deliver more context-aware AI coding assistance. We have tested this with Microsoft interaction data and have seen meaningful improvements, including increased acceptance rates in multiple languages.

Please review your settings and choose whether your interactions with Copilot can be leveraged for training AI models before this update goes into effect on April 24. To opt out or adjust your settings:

Go to GitHub Account Settings
Select Copilot
Choose whether to allow your data to be used for AI model training
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Matthew Cobb @matthewcobb.bsky.social · 25/03/2026
Same evidence can mean different things at different times. In 1644 Sir Kenelm Digby tells of a woman in Algiers with two thumbs on one hand. All her female ancestors and descendants had the same condition, but not her sons. He draws no conclusion about heredity. A century later, Maupertuis would.
Screenshot from p 214 of Digby's book TWO TREATISES. It reads: And an other particular that I saw when I was att Argiers, maketh to this purpose, which was, of a woman that hauing two thumbes vpon the left hand; foure daugthers that she had, did all resemble her in the same accident, and so did a litle child, a girle of her eldest daugthers; but none of her sonnes. Whiles I was there I had a particular curiosity to see them all: and though it be not easily permitted vnto Christians to speake familiarly with Mahometan women; yet the condition I was in there, and the ciuility of the Bassha, gaue me the opportunity of full view and discourse with them: and the old woman told me, that her mother and Grandmother had beene in the same manner. But for them, it resteth vpon her creditt: the others I saw my self.
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Lee Katz @lskatz.github.io · 26/03/2026
Host read removal sounds simple. It's not. 🧫 Ep. 151 of #microbinfie: we talk with @bede.im about Deacon — why alignment-based approaches fall short, the sensitivity/specificity tradeoff, and what it takes to remove host reads at scale. Part 1 of 2. #metagenomics on.soundcloud.com/gEm7QyaTauvd...
soundcloud.com
151 - Deacon part 1
In this Software Deep Dive episode, we talk with Dr. Bede Constantinides (University of Birmingham) about Deacon, a tool for removing host DNA reads from metagenomic datasets. We discuss why host read
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Adam Ameur @adameur.bsky.social · 24/03/2026
What's the current best strategy to sequence complete transcripts in the ~20kb range? Should we attempt generating full length cDNA, or go for direct RNA on ONT? I suppose it will be a challenge in any case..
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Keith Robison @omicsomics.bsky.social · 26/03/2026
Dogs were widely distributed across western Eurasia during the Palaeolithic 🧬🖥️ www.nature.com/articles/s41...
nature.com
Dogs were widely distributed across western Eurasia during the Palaeolithic - Nature
Analysis of nuclear and mitochondrial genomes from archaeological canid remains found across Europe and Anatolia shows that a genetically homogeneous dog population was already widely distributed acro...
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Keith Robison @omicsomics.bsky.social · 26/03/2026
Genomic history of early dogs in Europe 🖥️🧬 www.nature.com/articles/s41...
nature.com
Genomic history of early dogs in Europe - Nature
Genome-wide analysis shows European dogs existed by 14,200 years ago, were already genetically distinct, received less Neolithic Southwest Asian admixture than humans did and contr...
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Keith Robison @omicsomics.bsky.social · 25/03/2026
Market research question If you were building a course where each student gets to create their own GFP designs How many designs per student would be minimum to be interesting? What is ceiling on per student cost for experimental validation?
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Keith Robison @omicsomics.bsky.social · 23/03/2026
ElysION Fields omicsomics.blogspot.com/2026/03/elys... 🧬🖥️
omicsomics.blogspot.com
ElysION Fields
Even before new CEO Francis Van Parys took the reins at Oxford Nanopore with the start of the month, the company had made yet another primin...
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Keith Robison @omicsomics.bsky.social · 20/03/2026
Another week, another protocol added to Ginkgo Cloud Lab menu Strep tag purification w A280 quant Last week it was HiBiT quant Stay tuned for next week’s release cloud.ginkgo.bio
cloud.ginkgo.bio
Ginkgo Cloud Lab — Run Autonomous Lab Protocols On Demand
Run biotech protocols on Ginkgo Bioworks' autonomous cloud laboratory. Cell-free protein expression and more — order on demand.
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