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Sean Escola

@seanescola.bsky.social
1.7K followers 448 following 115 posts

Chief Neuroscientist & Venture Partner PL Neuro, PLC Neurotech, @protocollabs.bsky.social "The fact of being human, the fact of possessing the gift of study and thus being remarkable among all the matter floating through the cosmos, still awes me."

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Sean Escola @seanescola.bsky.social · 25/08/2026
If insights from neuroscience can improve AI – e.g., by achieving low-power computing, continual learning, or enhanced cognition – the capital unlocked from the AI industry would drive clinical and scientific breakthroughs. I discuss this funding landscape here: www.youtube.com/watch?v=sSPd...
youtube.com
Sean Escola | Funding Brain Science @ Vision Weekend UK 2026
YouTube video by Foresight Institute
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Sean Escola @seanescola.bsky.social · 17/07/2026
Behavior-trained AI captures what we do but not the mental process behind it. @patrickmineault.bsky.social & I call that gap cognitive dark matter & think it explains a lot about where today's models could be improved. Enjoyed this chat with Jan Witkowski at CSHL. www.youtube.com/watch?v=s4t6...
youtube.com
Interview with: Sean Escola
YouTube video by CSHL Leading Strand
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Sean Escola @seanescola.bsky.social · 08/07/2026
AI models are trained on the outputs of human cognition, like behavior, but miss the underlying processes. It was great chatting about this “cognitive dark matter” with Annelies Gamble and how it could be key to improving the cognitive capabilities of AI. www.mixtureofexperts.co/p/the-though...
mixtureofexperts.co
The thoughts that never become behavior
A conversation with Sean Escola, Dan Wetmore, and Tom Griffiths
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Sean Escola @seanescola.bsky.social · 30/06/2026
Nobody spells it out like @kordinglab.bsky.social. In this latest @juanbenetpodcast.bsky.social episode, Konrad discusses why we need “compilers” to translate molecularly annotated connectomes into neural dynamics – generating data we could use to build better AI. www.youtube.com/watch?v=FHQf...
youtube.com
The Power of a Single Neuron and a Path to Simulating the Brain | Dr. Konrad Kording
YouTube video by Juan Benet Podcast
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Sean Escola @seanescola.bsky.social · 15/06/2026
What if we could redesign AI to mirror biology’s efficiency? Reardon & the Flourish team are exploring exactly that. By mapping neural connections in the human brain, they aim to develop biology-inspired AI that is radically more energy-efficient. Read here: www.wired.com/story/jeff-b...
wired.com
Jeff Bezos Is Funding a Wild Hunt for the Brain’s ‘Core Algorithm’
With $500 million in funding and a reported $2.5 billion valuation, Flourish wants to reinvent AI by putting real neurons under the microscope.
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Sean Escola @seanescola.bsky.social · 11/06/2026
Humans already alter their own brain states — coffee boosts focus and alcohol relaxes. Neurotech could deliver the same effects with precision and without the systemic risks. Read about how neurotech can expand from purely clinical to consumer use ⬇️ zenodo.org/records/2011...
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juanbenet @juanbenet.bsky.social · 11/05/2026
Ep 2 of my new podcast is out today! My guest is Ben Rapoport, co-founder and CSO of @precisionneuro.bsky.social, which has built Layer 7, an innovative BCI that reads from the cortex surface without penetrating it. Hope you enjoy the conversation! www.youtube.com/watch?v=a8-9...
youtube.com
Ben Rapoport — Treating Paralysis and Digitizing Brain Data
YouTube video by Juan Benet Podcast
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juanbenet @juanbenet.bsky.social · 27/05/2026
Ep 3 of the podcast is out. My guest: @jacquescarolan.bsky.social, a founding Program Director at @aria-research.bsky.social. He directs two neurotech programs developing tools and systems to interface, at scale, with the human brain. Hope you enjoy! youtu.be/RAmigpsKCQY
youtu.be
Jacques Carolan — The Mission to Get Breakthrough Brain Treatments to Everyone
YouTube video by Juan Benet Podcast
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Biswas Family Foundation @biswasfamilyfdn.bsky.social · 20/05/2026
NEW: $3M in Fast Grants for AI-driven life sciences research. We’re funding pilot projects in AI diagnostics, prediction, and personalized therapeutics — with a two-week review turnaround. 35 grants · $25K–$100K · Deadline: June 15 Please share! www.biswasfamilyfoundation.org/science/fast...
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Alison Gopnik @alisongopnik.bsky.social · 17/05/2026
So pleased that our paper on empowerment and causal models is out and freely available as part of this impressive special issue on world models and AI, with Melanie Mitchell, Josh Tenenbaum, Tom Griffiths and many other stars. royalsocietypublishing.org/rsta/article...
royalsocietypublishing.org
World models, artificial general intelligence and the hard problems of life–mind continuity: toward a unified understanding of natural and artificial intelligence
Abstract. This special issue examines how natural and artificial intelligences (AIs) model the world, and what this modelling reveals about cognition and r
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Sean Escola @seanescola.bsky.social · 06/05/2026
Can the human brain provide the reference architecture for more human-like AI? Coming out of discussions at the PL Neuro Connectomics Workshop last month, Moritz Helmstaedter details a 10-year, $10–20B technical path to map every synapse in the human brain. Read more: zenodo.org/records/1973...
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Protocol Labs @protocollabs.bsky.social · 08/04/2026
PRIMA is a retinal implant from @science.xyz that's already restoring real vision. This is how @maxhodak.bsky.social, founder and CEO of Science, is working to improve lives in meaningful ways. Full conversation on the Juan Benet Podcast >>> bit.ly/4siB7Qp
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Sean Escola @seanescola.bsky.social · 08/04/2026
Great convo painting a positive neurotech future for the world, if we can build it @juanbenet.bsky.social @maxhodak.bsky.social
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Sean Escola @seanescola.bsky.social · 07/04/2026
What is holding #neurotech back from being one of the greatest breakthroughs of our time? Infrastructure. Getting from approval to access takes years — delaying patient access & company capital. PL Neuro aims to break these bottlenecks. Here's our Roadmap: zenodo.org/records/1924...
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Sean Escola @seanescola.bsky.social · 01/04/2026
PL Neuro is officially live! plneuro.xyz We exist to break bottlenecks, accelerate progress in neurotech & NeuroAI, and to invest in innovations that benefit humanity. PL Neuro will focus on 3 core areas: - Neural augmentation - Biologically-inspired intelligence - Whole brain emulation
plneuro.xyz
Homepage — PL Neuro
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Protocol Labs @protocollabs.bsky.social · 31/03/2026
1/ Neurotechnology is one of the defining opportunities of this century. We’re already seeing the potential to restore function, treat disease, and eventually expand human capability.
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Konrad Kording @kordinglab.bsky.social · 31/03/2026
Preprint out arguing that we should build the techology to translate (compile) molecularly annotated connectomes into dynamics. I think this is incredibly important. arxiv.org/abs/2603.25713
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Sean Escola @seanescola.bsky.social · 31/03/2026
Great to work w/ @kordinglab.bsky.social and team on this important roadmap for linking molecular/structural features to function. The future of precision treatments for brain disorders, neurotechnology advances, and an understanding of intelligence itself depend on science that bridges btw scales
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David Sussillo @sussillodavid.bsky.social · 27/03/2026
Honored to share my story of growing up in group homes, and my work in neuroscience, on Armchair Expert!!
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Sean Escola @seanescola.bsky.social · 25/03/2026
Congrats to Fauna Robotics on their acquisition by Amazon! Proud to have been a part of the early founding team 🤖🌱 abcnews.com/Business/wir...
abcnews.com
Amazon buys Fauna Robotics, maker of the Sprout humanoid robot
Amazon has acquired Fauna Robotics, just under two months after the startup introduced a humanoid robot called Sprout designed for social spaces like homes and schools
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Sean Escola @seanescola.bsky.social · 15/03/2026
We know about cosmological dark matter despite being unable to measure it because, without it, galaxies would fall apart. By analogy, let's talk about "cognitive dark matter" (CDM): brain functions that meaningfully shape behavior but are hard to infer from behavior alone. New paper! 🧵👇
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Neuromatch @neuromatch.bsky.social · 13/03/2026
At #COSYNE2026? #Neuromatch has a booth! Join us for a meetup on Saturday, 14 March at 12:15 at the booth. Whether you're an alumnus, a teaching assistant, a content creator, or just curious about getting involved; this one's for you! #COSYNE #ComputationalNeuroscience #CompNeuro
Bradley Roberts (CEO) and Joana Guedes (Program Manager) seated at the  Neuromatch branded booth.
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Patrick Mineault @patrickmineault.bsky.social · 10/03/2026
There's no better way to learn than to teach! Help make NMA a resounding success!
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Protocol Labs @protocollabs.bsky.social · 10/02/2026
The next interface isn’t a screen — it’s neural. PL network team @precisionneuro.bsky.social is working at the intersection of neuroscience and digital interaction, exploring how neural signals can help people with neurodegenerative diseases.
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Melanie Mitchell @melaniemitchell.bsky.social · 14/01/2026
My latest on Substack -- a write-up of the talk I gave at NeurIPS in December. aiguide.substack.com/p/on-evaluat...
aiguide.substack.com
On Evaluating Cognitive Capabilities in Machines (and Other "Alien" Intelligences)
(Apologies for the length of this post, which means it gets cut off in the email version.
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Bruce Springsteen @brucespringsteen.net · 28/01/2026
I wrote this song on Saturday, recorded it yesterday and released it to you today in response to the state terror being visited on the city of Minneapolis. It’s dedicated to the people of Minneapolis, our innocent immigrant neighbors and in memory of Alex Pretti and Renee Good. Stay free
youtu.be
Bruce Springsteen - Streets Of Minneapolis (Official Audio)
YouTube video by Bruce Springsteen
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Victoria Bosch @initself.bsky.social · 03/11/2025
Introducing CorText: a framework that fuses brain data directly into a large language model, allowing for interactive neural readout using natural language. tl;dr: you can now chat with a brain scan 🧠💬 1/n
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Sean Escola @seanescola.bsky.social · 21/10/2025
Awesome work from @maxhodak.bsky.social and the Science Corp team
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Sean Escola @seanescola.bsky.social · 28/09/2025
Can’t recommend this opportunity strongly enough!!
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The Transmitter @thetransmitter.bsky.social · 18/07/2025
An exciting collaboration is underway. @thetransmitter.bsky.social is partnering with @neuromatch.bsky.social to serve the computational neuroscience community and help connect neuroscientists across all career stages. www.thetransmitter.org/neuromatch-p... #neuroskyence
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Guillotine Hunger Force @handle.invalid · 17/05/2025
typical corrupt science
=
Nation & World -
The Seattle Times
My Account ™
The T. Rex may have been a lot smarter than you thought
Jan. 9, 2023 at 7:36 am | Updated Jan. 9, 2023 at 7:36 am
By DINO GRANDONI
The Washington Post
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Blake Richards @tyrellturing.bsky.social · 26/03/2025
Eva Dyer and I wrote an opinion piece for @thetransmitter.bsky.social on why neuroscience needs to embrace complexity and accept the "bitter lesson" by using a data-driven regime at scale. With commentary from several wonderful researchers! 🧠📈 #NeuroAI 🧪
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Josh Marshall @joshtpm.bsky.social · 25/03/2025
It's critical for everyone to remember what an Executive Order is. It is the President communicating orders to members of the executive branch. Policies to pursue, actions to take, etc. They are not laws. They are not close to being laws. They are formalized memos to employees. That's all.
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Patrick Mineault @patrickmineault.bsky.social · 17/03/2025
Not to toot my own horn, but Neuromatch's NeuroAI course is one of the best places to learn about this exciting area of neuroscience. Students and postdocs, apply!
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Neuromatch @neuromatch.bsky.social · 17/03/2025
🌟 Teaching Assistants are who make Neuromatch Academy run! 🌟 Thinking of becoming a Teaching Assistant (TA) for Neuromatch or Climatematch Academy? Here’s why you should GO FOR IT! 🚀 Learn more and apply here: neuromatch.io/courses/ #Education #TA #TeachingOpportunity #mentorship
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Sean Escola @seanescola.bsky.social · 05/03/2025
Do some science! Make some friends!
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Neil deGrasse Tyson @neildegrassetyson.com · 15/02/2025
At the moment, mansion-sized Asteroid 2024-YR4 has a one-in-fifty chance of hitting Earth in the next eight years. Now might be a bad time to reduce spending on Science. Just sayin’.
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David G. Clark @david-g-clark.bsky.social · 29/01/2025
(1/30) New preprint! "Symmetries and continuous attractors in disordered neural circuits" with Larry Abbott and Haim Sompolinsky bioRxiv: www.biorxiv.org/content/10.1...
biorxiv.org
Symmetries and Continuous Attractors in Disordered Neural Circuits
A major challenge in neuroscience is reconciling idealized theoretical models with complex, heterogeneous experimental data. We address this challenge through the lens of continuous-attractor networks...
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David Pfau @davidpfau.com · 28/01/2025
Remember how, when the lockdowns started, every organization said "we only have two weeks of cash on hand and will shut down if we don't get assistance"? That's basically happening to every single lab and NGO right now, except for no actual reason.
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Melanie Mitchell @melaniemitchell.bsky.social · 23/01/2025
Worth also pointing out that there are many "tests so easy no AI system can pass them". Moravec's paradox remains. E.g., arxiv.org/abs/2404.12390
arxiv.org
BLINK: Multimodal Large Language Models Can See but Not Perceive
We introduce Blink, a new benchmark for multimodal language models (LLMs) that focuses on core visual perception abilities not found in other evaluations. Most of the Blink tasks can be solved by huma...
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Adam Marblestone @adammarblestone.bsky.social · 08/01/2025
🚀 Calling all visionary scientists and engineers! Announcing our call for Focused Research Organization proposals in the UK. 🔬Submit your concept paper by Feb 7 & full proposal by March 28. More here: www.convergentresearch.org/frost-uk ⤵️
convergentresearch.org
FROST UK — Convergent Research
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Blake Richards @tyrellturing.bsky.social · 26/12/2024
I don't think traditional systems neuroscience fits my definition, as it has rarely concerned itself with general principles of intelligence that apply to non-biological systems.
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David Pfau @davidpfau.com · 23/12/2024
So, they set up the ARC prize specifically to have limits on how much compute you can use, required the submissions to be open-sourced, and then OpenAI just went ahead and crushed it with >$1m of compute from a closed model with no idea how it works anyway? Do I have that right?
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Sean Escola @seanescola.bsky.social · 15/12/2024
I like this definition (although it’s not the one I’ve typically espoused). It basically says that #NeuroAI is intelligence science writ large. And the name works because our current options for intelligence are either neural or artificial
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Sean Escola @seanescola.bsky.social · 13/12/2024
Have a read of @davidamarkowitz.bsky.social’s proposal to accelerate intelligence science with new institutions in @thetransmitter.bsky.social #NeuroAI
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Tony Zador @tonyzador.bsky.social · 03/12/2024
Estimate from @mbeisen.bsky.social that about $1.5B (3%) of the $50B NIH budget goes to publishing fees. If we are looking to cut government waste, this might be a good place to start.
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Sean Escola @seanescola.bsky.social · 02/12/2024
The magnum opus drops!
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Surya Ganguli @suryaganguli.bsky.social · 19/11/2024
The time is now to argue vociferously for immense societal and economic value of public investment in scientific research. But unfortunately that argument must be made not to the choir in our beautiful blue bubble here, but in the arena of X where said value is now questioned: x.com/suryaganguli...
x.com
x.com
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David A. Markowitz @davidamarkowitz.bsky.social · 13/11/2024
Unpopular opinion: If you are a scientist who doesn't participate in science advocacy outside your filter bubble, you are doing yourself a disservice. Bluesky is intellectually fun, but the people who will soon be making decisions about government science funding priorities are not on here.
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Laureline Logiaco @laurelinelogiaco.bsky.social · 10/11/2024
We (w/ @seanescola.bsky.social & K Lakshminarasimhan) recently wrote a review covering different types of thalamocortical models for motor control. Here is a link to a related talk. Giving a wide perspective & discussing a large body of work was both very challenging & rewarding. Thank you, Andrew!
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