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Paul Sample

@paulsample.bsky.social
1.6K followers 865 following 45 posts

Biology x AI and other fun stuff.

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Paul Sample @paulsample.bsky.social · 22/08/2025
openai.com/index/accele...
openai.com
Accelerating life sciences research
OpenAI and Retro Biosciences achieve 50x increase in expressing stem cell reprogramming markers.
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Paul Sample @paulsample.bsky.social · 21/08/2025
cloud.google.com/blog/product...
cloud.google.com
Measuring the environmental impact of AI inference | Google Cloud Blog
A methodology for measuring the energy, emissions, and water impact of Gemini prompts shines a light on the environmental impact of AI inference.
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Paul Sample @paulsample.bsky.social · 08/07/2025
Today would be a great day for the AI research community to leave X for good. In your own self interest and for the public perception of AI, take a stand. Unless you agree with using it as a misinformation and propaganda machine, I guess.
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Ai2 @ai2.bsky.social · 01/07/2025
Introducing SciArena, a platform for benchmarking models across scientific literature tasks. Inspired by Chatbot Arena, SciArena applies a crowdsourced LLM evaluation approach to the scientific domain. 🧵
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Paul Sample @paulsample.bsky.social · 12/06/2025
Anthropic's Claude Code Python SDK just released? Currently sitting at 1 star! github.com/anthropics/c...
github.com
GitHub - anthropics/claude-code-sdk-python
Contribute to anthropics/claude-code-sdk-python development by creating an account on GitHub.
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Paul Sample @paulsample.bsky.social · 22/05/2025
These are wonderfully weird.
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AI x Bio Discovery @aixbiobot.bsky.social · 20/05/2025
Robin: A multi-agent system for automating scientific discovery [new] Automating scientific discovery via a multi-agent system that integrates literature search and data analysis to propose/validate hypotheses.
Robin: A multi-agent system for automating scientific discoveryFigure 1Figure 2Figure 3
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Nicole Hennig @nic221.bsky.social · 14/05/2025
Power-Hungry Data Centers Are Warming Homes in the Nordics bloom.bg/4jYABDI #AI #DataCenters #climate
Text Shot: Now the biggest project with heat recovery technology anywhere in the world is underway just outside Helsinki. Microsoft Corp. is building a cluster of data centers that, when completed, should supply heating to 40% of Espoo, Finland’s second-largest city. That’s about 100,000 homes. A local coal-fired heating plant has already shut as it’s no longer needed.

More major Finnish data center projects using heat recovery have been announced in May and March; other examples are already running in Sweden.
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Paul Sample @paulsample.bsky.social · 14/05/2025
WhyTF would people use Grok when they do things like this? Not to mention the pollution they’re producing in Memphis.
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Paul Sample @paulsample.bsky.social · 13/05/2025
There is no bigger turn off to reading a paper than seeing the words “is all you need” in the title.
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Paul Sample @paulsample.bsky.social · 10/05/2025
Finally, the Twitter/X killer. Nothing quite as satisfying as operating in purely in a terminal. www.itter.sh
itter.sh
itter.sh - Social Media via SSH
itter.sh: Ironic, text-only, SSH-based social networking for terminal lovers. No browser, no js, just eets.
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Paul Sample @paulsample.bsky.social · 02/05/2025
I always look forward to FutureHouse releases. I had to do a little digging for API information so here it is for those who are interested. futurehouse.gitbook.io/futurehouse-...
futurehouse.gitbook.io
FutureHouse Platform API Documentation | FutureHouse Cookbook
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Angie Rasmussen @angierasmussen.bsky.social · 30/04/2025
I knew he would do this. I wrote a whole article about how he would do this. I am not surprised he’s undermining vaccination. I know he’s an anti-vaxxer & a predatory crank. And yet…you have got to be fucking kidding me. He’s promoting infant mortality.
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AI x Bio Discovery @aixbiobot.bsky.social · 24/02/2025
Tahoe-100M: A Giga-Scale Single-Cell Perturbation Atlas for Context-Dependent Gene Function and Cellular Modeling [new] Atlas maps 50 cancer lines' trancriptomic response to 1.1k mols, aiding AI modeling.
Tahoe-100M: A Giga-Scale Single-Cell Perturbation Atlas for Context-Dependent Gene Function and Cellular ModelingFigure 1Figure 2Figure 3
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AI x Bio Discovery @aixbiobot.bsky.social · 22/02/2025
Genome modeling and design across all domains of life with Evo 2 [new] Evo 2: Learns genomic features across life's domains from DNA alone and generates coherent, controllable genome sequences at scale.
Genome modeling and design across all domains of life with Evo 2Figure 2Figure 3Figure 4
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Paul Sample @paulsample.bsky.social · 21/02/2025
"Most baffling to many were the firings of hundreds whose jobs were not funded by taxpayers. Their positions were financed through congressionally approved agreements that routed fees from the drug, medical device and tobacco industries to the agency." 🤡 www.nytimes.com/live/2025/02...
nytimes.com
Trump Live Updates: Layoffs, Ukraine War and Deportation News
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Karen Hao @karenhao.bsky.social · 21/02/2025
For decades, the US government has painstakingly kept American science #1 globally—and every facet of American life has improved because of it. The internet? Flu shot? Ozempic? All grew out of federally-funded research. Now all that's being dismantled. 1/ www.technologyreview.com/2025/02/21/1...
technologyreview.com
The foundations of America’s prosperity are being dismantled
Federal scientists warn that Americans could feel the effects of the new administration's devastating cuts for decades to come
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Paul Sample @paulsample.bsky.social · 04/02/2025
Has anyone tried this? Struggling to find an information retrieval system I like. www.perplexity.ai/help-center/...
perplexity.ai
What is Internal Knowledge Search | Perplexity Help Center
Internal Knowledge Search allows both Perplexity Pro and Enterprise Pro users to search across internal files alongside the web.
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Simon Willison @simonwillison.net · 31/01/2025
Severance obsessives like myself may be interested to hear that the first 8 chapters of The You You Are by Dr. Ricken Lazlo Hale, PhD are now available for free as both text and an audiobook read by Ricken himself: books.apple.com/us/book/the-...
books.apple.com
‎The You You Are
‎Health, Mind & Body · 2025
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Paul Sample @paulsample.bsky.social · 27/01/2025
Avoidance is better for mental health but not for decision making in an increasingly complex and unpredictable world.
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Sung Kim @sungkim.bsky.social · 24/01/2025
Aider reports that R1+Sonnet (R1 Thinking + Sonnet) set a new SOTA on the aider polyglot benchmark at 14X less cost compared to o1. 64% R1+Sonnet 62% o1 57% R1 52% Sonnet 48% DeepSeek V3 aider.chat/2025/01/24/r...
aider.chat
R1+Sonnet set SOTA on aider’s polyglot benchmark
R1+Sonnet has set a new SOTA on the aider polyglot benchmark. At 14X less cost compared to o1.
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Paul Sample @paulsample.bsky.social · 21/01/2025
I tried a few biology-related queries and was impressed with the results. Researchers should check this out.
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Paul Sample @paulsample.bsky.social · 18/01/2025
How have I been coding with Python for 10 years and just learned today that you can update the same line in a terminal using '\r' and end=''? print(f"\rDownload progress: {percent}%", end='') Thanks Claude.
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Eric Topol @erictopol.bsky.social · 16/01/2025
98% of microplastic particles (MP) in bottled water are smaller than 20 μm, which are much more likely to get thru the GI tract to blood and organ tissue. Municipal tap water was higher in MP than 8 of 10 bottled water brands journals.plos.org/water/articl...
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Vikram Agarwal @vagar.bsky.social · 15/01/2025
Super excited to announce our latest work. On a personal note, it's not an exaggeration to say that blood, sweat, and tears got us to the finish line on this: working w/ an outstanding global team of scientists in Germany, Japan, Russia, and USA responding in >100 pages of complex reviewer comments.
nature.com
Massively parallel characterization of transcriptional regulatory elements - Nature
Lentivirus-based reporter assays for 680,000 regulatory sequences from three cell lines coupled to machine-learning models lead to insights into the grammar of cis-regulatory elements.
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Paul Sample @paulsample.bsky.social · 08/01/2025
Not to brag but apparently I'm "on a roll!" over at LinkedIn. Blessed 🙏.
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Jeremy Howard @howard.fm · 19/12/2024
I'll get straight to the point. We trained 2 new models. Like BERT, but modern. ModernBERT. Not some hypey GenAI thing, but a proper workhorse model, for retrieval, classification, etc. Real practical stuff. It's much faster, more accurate, longer context, and more useful. 🧵
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David Bikard @dbikard.bsky.social · 13/12/2024
Excited to share that we have just released genomenotebook 1.0 together with @trichomedoctor.bsky.social ! If you like to analyze genomics data in Jupyter notebooks this is for you. You can get beautiful genome browsers directly in your notebooks: dbikard.github.io/genomenotebo...
dbikard.github.io
genomenotebook
A genome browser in your Jupyter notebook
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Rom2 @yasbaltrine.bsky.social · 07/12/2024
I made this free and open source dev tool: gitingest.com Replace "hub" with "ingest" in any github URL to get a text digest that you can feed into any LLM
home screen for gitingest.com
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Paul Sample @paulsample.bsky.social · 05/12/2024
Once again reminded of the amazing storytelling through data visualization that W.E.B Du Bois was doing in 1899!
Infographic by WEB Du Bois.
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Diego del Alamo @delalamo.xyz · 04/12/2024
New ESM models! Unlike ESM3 these seem to be classic sequence-only PLMs. The 300M and 600M param models are open source and available for commercial use, while the 6B param model is academic use only www.evolutionaryscale.ai/blog/esm-cam...
ESM C establishes a new state of the art. ESM has consistently set the state of the art for protein language models. Now ESM C unlocks a new frontier of performance with scaling up to 6 billion parameters. The ESM C family delivers significant inference time performance gains, matching and even exceeding the capabilities of far larger previous generation models. Contact precision (P@L) is computed on CASP15.
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Paul Sample @paulsample.bsky.social · 01/12/2024
I'm really enjoying the structured output ability of Gemini for this zero shot classification problem. I'm trying to categorize bioRxiv papers to focus on the ones most relevant to my interests and it's working with very little fiddling.
Code example using Gemini for zeroshot classification of bioRxiv papers.
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AI x Bio Discovery @aixbiobot.bsky.social · 26/11/2024
InterPLM: Discovering Interpretable Features in Protein Language Models via Sparse Autoencoders InterPLM uses sparse autoencoders (SAEs) to extract interpretable features from ESM-2 embeddings, revealing thousands of features linked to biological concepts, surpassing individual neuron ... (1/8)
figure_1.jpgfigure_2.jpgfigure_3.jpgfigure_4.jpg
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Paul Sample @paulsample.bsky.social · 26/11/2024
www.anthropic.com/news/model-c...
anthropic.com
Introducing the Model Context Protocol
The Model Context Protocol (MCP) is an open standard for connecting AI assistants to the systems where data lives, including content repositories, business tools, and development environments. Its aim...
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Daniel Vila @dvilasuero.hf.co · 25/11/2024
Interested in open datasets for ML and AI? I've just created this feed with posts about @huggingface.bsky.social datasets! Don't miss the latest news and conversations about the secret sauce behind every AI model. bsky.app/profile/dvil...
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Paul Sample @paulsample.bsky.social · 20/11/2024
Does anyone know of a good tool or model for extracting figures from academic papers? I'm hoping to pass in a PDF, get the bounding boxes for each figure, and then save them as images.
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Jason Buenrostro @jbuenrostro.bsky.social · 16/11/2024
Excited to see our T-cell exhaustion preprint published! This work is led by Tristan Tay and collaborators at AstraZeneca. See the sub-thread (reformatted for bluesky) originally composed and posted by the newly minted Dr. Tay www.cell.com/cell-reports...
cell.com
Degradation of IKZF1 prevents epigenetic progression of T cell exhaustion in an antigen-specific assay
Tay et al. demonstrate an antigen-specific assay producing exhausted T cells that reflect those found in human tumors. They identify IKZF1 (IKAROS) as a driver of exhaustion progression and validate t...
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Paul Krugman @pkrugman.bsky.social · 18/11/2024
So will it all turn out OK once thermostatic public opinion turns around? Unfortunately, we have now put anti-democracy authoritarians in power, and there's a real possibility that this may have been our last more or less free election 4/
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Paul Sample @paulsample.bsky.social · 17/11/2024
I will not reinstall WoW, I will not reinstall WoW…
nytimes.com
20 Years of Orcs, Guilds and Memes in World of Warcraft
The online role-playing game is more than just a game. It changed how we talk, love, grieve, spend money and hang out.
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Gabriele Corso @gcorso.bsky.social · 17/11/2024
Thrilled to announce Boltz-1, the first open-source and commercially available model to achieve AlphaFold3-level accuracy on biomolecular structure prediction! An exciting collaboration with Jeremy, Saro, and an amazing team at MIT and Genesis Therapeutics. A thread!
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Paul Sample @paulsample.bsky.social · 16/11/2024
It feels like we’re watching a hurricane, looming in the Gulf. Uncertain of the magnitude of the chaos that it will bring when it makes landfall on January 20th.
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Sander Dieleman @sedielem.bsky.social · 15/11/2024
In a gratuitous attempt to acquire more followers myself 😁, I've made a start on a "starter pack". Hopefully as more people from 🐦 make it over to 🦋, we can extend this a bit. Suggestions welcome! I've noticed not all accounts seem to be eligible to be added, anyone know what's up with that? 🤔
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Kevin K. Yang 楊凱筌 @kevinkaichuang.bsky.social · 11/11/2024
I tried to make a bioml starter pack. DM if you want me to add or remove you? go.bsky.app/2VWBcCd
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Paul Sample @paulsample.bsky.social · 14/11/2023
This looks like a great resource for studying enhancers. www.biorxiv.org/content/10.1...
biorxiv.org
An encyclopedia of enhancer-gene regulatory interactions in the human genome
bioRxiv - the preprint server for biology, operated by Cold Spring Harbor Laboratory, a research and educational institution
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Paul Sample @paulsample.bsky.social · 27/09/2023
3rd(?) ‘foundation model’ in the past 2 weeks predicting RNA biology from DNA sequence. www.biorxiv.org/content/10.1...
biorxiv.org
An RNA foundation model enables discovery of disease mechanisms and candidate therapeutics
bioRxiv - the preprint server for biology, operated by Cold Spring Harbor Laboratory, a research and educational institution
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Chris Jackson @cajackson.org · 26/09/2023
I dunno if bluesky paper threads are gonna work (I don't really understand why threads here aren't visible publicly), but I'm gonna try one anyway. Here's what I've been working on for the last year or two.
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Paul Sample @paulsample.bsky.social · 26/09/2023
🧬🔄 www.biorxiv.org/content/10.1...
biorxiv.org
Cell type-specific cis-regulatory divergence in gene expression and chromatin accessibility revealed...
bioRxiv - the preprint server for biology, operated by Cold Spring Harbor Laboratory, a research and educational institution
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