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Dileep George @dileeplearning

@dileeplearning.bsky.social
12K followers 694 following 344 posts

AGI research @DeepMind. Ex cofounder & CTO Vicarious AI (acqd by Alphabet), Cofounder Numenta Triply EE (BTech IIT-Mumbai, MS&PhD Stanford). #AGIComics blog.dileeplearning.com

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Dileep George @dileeplearning @dileeplearning.bsky.social · 12/03/2026
I'll be at Cosyne workshops next week (16th and 17th). We are hiring at Astera NeuroAI. If you are at Cosyne workshops next week and want to learn more about this exciting research team we are building at Astera, please DM me or email me at dileep@astera.org
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Dileep George @dileeplearning @dileeplearning.bsky.social · 25/02/2026
News! I've joined the Astera Institute to lead its neuroscience based AGI research. Backed by $1B+ commitment over the coming decade, my team will explore novel, brain-inspired architectures and algos toward safe, efficient human-like AGI, working alongside Doris Tsao. 1/ astera.org/dileep-georg...
astera.org
Dileep George joins Astera to lead its neuro-inspired AGI effort
Dileep George is joining Astera as Head of AI, leading our AGI research division. Working alongside our Chief Scientist Doris Tsao, he and the team will explore novel, brain-inspired computational arc...
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David Jones @davidjonesbrain.bsky.social · 18/01/2026
🧵1/12 What if the DMN, limbic system, hippocampus, neural oscillations, gradients, dementia syndromes, mixed pathology, and aphantasia all fall out of the same generative brain computation? 🤯#endalz Introducing #SLOD (preprint): a new #NeuroAI framework w/ @drbreaky.bsky.social
media.tenor.com
a man in a suit is making a funny face and says `` mind blown '' while standing in a bar .
ALT: a man in a suit is making a funny face and says `` mind blown '' while standing in a bar .
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David Jones @davidjonesbrain.bsky.social · 18/01/2026
6/12 The clone-structured cognitive graph (CSCG) framework pioneered by @dileeplearning.bsky.social offers a natural computational mapping for how latent diffusion could be implemented biologically along hippocampal circuitry.
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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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Simons Institute for the Theory of Computing @simonsinstitute.bsky.social · 27/12/2025
4/4 “Language is a mechanism to control other people’s mental simulations.” Dileep George, @dileeplearning, of @GoogleDeepMind at the Simons Institute workshop on The Future of Language Models and Transformers. Video: simons.berkeley.edu/talks/dileep...
simons.berkeley.edu
On cognitive maps, LLMs, world models, and understanding
No abstract available.
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Simons Institute for the Theory of Computing @simonsinstitute.bsky.social · 27/12/2025
1/4 Do LLMs understand? "They understand in a way that’s very different from how humans understand," Dileep George, @dileeplearning.bsky.social, of Google DeepMind at the Simons Institute workshop on The Future of Language Models and Transformers. Video: simons.berkeley.edu/talks/dileep...
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Dileep George @dileeplearning @dileeplearning.bsky.social · 25/12/2025
the one where #AGIComics figures out what academic training is all about … www.agicomics.net/c/artificial...
agicomics.net
AGI Comics — #35: Artificial General Scholarship
In academia, it's not just the citation counts that counts
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Dileep George @dileeplearning @dileeplearning.bsky.social · 08/12/2025
Check out my blog on the risks of *not* building AGI! blog.dileeplearning.com/p/if-no-one-...
blog.dileeplearning.com
If no one builds it, you're never born.
Not building AGI is a risky thing....
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Dileep George @dileeplearning @dileeplearning.bsky.social · 07/11/2025
Can AIs be conscious? Should we consider them as persons? Here are my current thoughts..... blog.dileeplearning.com/p/ai-conscio...
blog.dileeplearning.com
AI consciousness, qualia, and personhood.
A note on my current positions, in a FAQ format.
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Dileep George @dileeplearning @dileeplearning.bsky.social · 20/10/2025
blog.dileeplearning.com/p/quick-note... TLDR: It was fun and the process felt 'magical' at times. If you have lots of small project ideas you want to prototype, vibe-coding is a fun way to do that as long as you are willing to settle for 'good enough'.
blog.dileeplearning.com
Quick notes from vibe-coding a comic website
Hate less, vibe more!
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Dileep George @dileeplearning @dileeplearning.bsky.social · 20/10/2025
Those who think there's an AI bubble are unaware of a recent breakthrough.... www.agicomics.net/c/ag-breakth...
agicomics.net
AGI Comics — #2: Artificial General Breakthrough
Self-congratulatory learning would be a cool name for a real learning algorithm.
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Dileep George @dileeplearning @dileeplearning.bsky.social · 20/10/2025
New and improved and 10000% vibe-coded! Check out www.agicomics.net
agicomics.net
AGI Comics — #1: Artificial General Productivity
A comic series.
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Blake Richards @tyrellturing.bsky.social · 23/09/2025
1/4) I’m excited to announce that I have joined the Paradigms of Intelligence team at Google (github.com/paradigms-of...)! Our team, led by @blaiseaguera.bsky.social, is bringing forward the next stage of AI by pushing on some of the assumptions that underpin current ML. #MLSky #AI #neuroscience
github.com
Paradigms of Intelligence Team
Advance our understanding of how intelligence evolves to develop new technologies for the benefit of humanity and other sentient life - Paradigms of Intelligence Team
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Aparna Nair @disabilitystor1.bsky.social · 17/09/2025
Jesus Christ.
It was my birthday recently and I sincerely considered not living anymore.
The worst part of all is that the parents who once supported me fully in being an artist sent me an AI generated picture of a caricature of themselves holding a birthday cake with my name spelled incorrectly.
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Abhilasha Joshi, PhD @rhythmicspikes.bsky.social · 17/09/2025
1/ 🚨 New preprint! 🚨 Excited and proud (& a little nervous 😅) to share our latest work on the importance of #theta-timescale spiking during #locomotion in #learning. If you care about how organisms learn, buckle up. 🧵👇 📄 www.biorxiv.org/content/10.1... 💻 code + data 🔗 below 🤩 #neuroskyence
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Dileep George @dileeplearning @dileeplearning.bsky.social · 17/09/2025
#AGIComics now has a website! And it is 100% vibe coded! Check out agicomics.net
agicomics.net
AGI Comics — #23: Artificial General Productivity
A comic series.
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Sainsbury Wellcome Centre @sainsburywellcome.bsky.social · 06/08/2025
12 leading neuroscientists tackle a big question: Will we ever understand the brain? Their reflections span philosophy, complexity, and the limits of scientific explanation. www.sainsburywellcome.org/web/blog/wil... Illustration by @gilcosta.bsky.social & @joanagcc.bsky.social
Illustration of the brain in blue and yellow
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Dileep George @dileeplearning @dileeplearning.bsky.social · 05/06/2025
🎯
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Dileep George @dileeplearning @dileeplearning.bsky.social · 15/05/2025
Hmm…I don’t think it’s impossible. Evolution could create structures in the brain that are in correspondence with structure in the world.
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Dileep George @dileeplearning @dileeplearning.bsky.social · 15/05/2025
This paper turned up on a feed, I was intrigued by it and started reading... ..but then I was quite baffled because our CSCG work seem to have tackled many of these problems in a more general setting and it's not even mentioned! So I asked ChatGPT... ...I'm impressed by the answer1. 1/🧵
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Dileep George @dileeplearning @dileeplearning.bsky.social · 29/04/2025
Wow, very cool to see this work from Alla Karpova's lab. She had shown me the results when I visited @hhmijanelia.bsky.social and I was blown away. www.biorxiv.org/content/10.1... 1/
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PessoaBrain @pessoabrain.bsky.social · 27/04/2025
𝗛𝗼𝘄 𝘀𝗵𝗼𝘂𝗹𝗱 𝘄𝗲 𝗱𝗲𝗳𝗶𝗻𝗲 𝗮𝗻𝗱 𝗱𝗲𝘁𝗲𝗿𝗺𝗶𝗻𝗲 𝗮 𝗯𝗿𝗮𝗶𝗻 𝗿𝗲𝗴𝗶𝗼𝗻'𝘀 𝗶𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝗰𝗲? We introduce the idea of "importance" in terms of the extent to which a region's signals steer/contribute to brain dynamics as a function of brain state. Work by @codejoydo.bsky.social elifesciences.org/reviewed-pre...
elifesciences.org
Brain dynamics and spatiotemporal trajectories during threat processing
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Dileep George @dileeplearning @dileeplearning.bsky.social · 27/04/2025
It's kinda obvious. #AGIComics has already figured out which brain region is the most important. 😇
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Dileep George @dileeplearning @dileeplearning.bsky.social · 30/03/2025
ohh...yes...this is exactly what I think after reading some of the "deep research" reports. ....written by a committee
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tal yarkoni @talyarkoni.com · 28/03/2025
jumping on the Gemini 2.5 bandwagon... it's an incredible model. really feels like an(other) inflection point. talking to Claude 3.7 feels like talking to a competent colleague who knows about everything, but makes mistakes. Gemini 2.5 feels like talking to a world-class expert with A+ intuitions
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Dileep George @dileeplearning @dileeplearning.bsky.social · 26/03/2025
Give me 10 billion dollars and I’ll do it. 1 billion for developing the hardware and 9 billion to pay for my opportunity cost 😇
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Dileep George @dileeplearning @dileeplearning.bsky.social · 26/03/2025
Nope. It is an engineering problem. Give me an algorithm you think is not being scaled because of a hardware mismatch, I can make the hardware (chip + interconnect + datacenter) given enough money. Purely an engineering problem.
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Dileep George @dileeplearning @dileeplearning.bsky.social · 26/03/2025
ok...in that case which other existing model would you make a bet on scaling up? Pick one. I'd be happy to raise money for it.
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Dileep George @dileeplearning @dileeplearning.bsky.social · 26/03/2025
This is great....this is a hypothesis. What other such hypotheses are there? Is there a space of such hypotheses, or is this just one? (Also, how does this match with Konrad's @kordinglab.bsky.social argument about being hypothesis-free?)
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Dileep George @dileeplearning @dileeplearning.bsky.social · 26/03/2025
But why would you stop there? Why aren't you convinced this is how it works? It's SOTA on all the tasks.... You are not convinced because it doesn't match some brain data?
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Dileep George @dileeplearning @dileeplearning.bsky.social · 26/03/2025
Here's my Q to @kordinglab.bsky.social who argues brain is too complex to understand.... How do you know that current systems AI are NOT how the brain works?
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Dileep George @dileeplearning @dileeplearning.bsky.social · 26/03/2025
Wait... so you think brain is NOT a large transformer? How do you know that? The current empirical studies strongly support the idea that brain is a large transformer.....
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Dileep George @dileeplearning @dileeplearning.bsky.social · 26/03/2025
TLDR: We need large amounts of data to finally show that brain is a large transformer that we cannot understand. 😇😝
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Dileep George @dileeplearning @dileeplearning.bsky.social · 26/03/2025
The bitter lesson is that neuroscience seems to be out of ideas... 😇
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Dileep George @dileeplearning @dileeplearning.bsky.social · 19/03/2025
Although Konrad is being brief here, the idea that “ANN are now often part of normative models and they are definitely SOTA” is something I see often. Including a component that is sota elsewhere doesn’t make a model any better. It is very possible to build sucky models with ANN.
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Dileep George @dileeplearning @dileeplearning.bsky.social · 18/03/2025
If it doesn’t work, it’s called a normative model. Otherwise it’s a just a model. 😇
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Dileep George @dileeplearning @dileeplearning.bsky.social · 18/03/2025
This research is "nonsense". The reviewers and editors that let this pass should be "ashamed".
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Thomas Dietterich @tdietterich.bsky.social · 18/03/2025
This remains important today. As industry places huge financial bets on large language models, the research community needs to investigate other approaches that may achieve similar or better results via entirely different methods. end/
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Dileep George @dileeplearning @dileeplearning.bsky.social · 17/03/2025
Hmm…why is that odd? or maybe this is similar to the point I make here, but coming from the other direction? blog.dileeplearning.com/p/amelia-bed...
blog.dileeplearning.com
Amelia Bedelia and AGI Safety. Part 1
..on the questionable beliefs behind AGI existential risk concerns
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David Chalmers @davidchalmers.bsky.social · 17/03/2025
we're advertising 2-3 postdoctoral positions to work at NYU on artificial consciousness and related topics at the intersection of AI and the philosophy of mind (possibly including AI mentality, AI interpretability, and AI welfare). deadline is march 30! philjobs.org/job/show/28878
philjobs.org
Post-Doctoral Associate/Research Scientist, New York University - PhilJobs:JFP Post-Doctoral Associate/Research Scientist, New York University
An international database of jobs for philosophers
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Rachael Sirianni, PhD @docsirianni.bsky.social · 15/03/2025
This is horrible to post, but I may as well post it. We are essentially shutting down research operations in my group, which is focused on treatments for pediatric brain cancer. I’m a well funded investigator, and there’s no choice. Science can’t function without the stability of NIH
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Dileep George @dileeplearning @dileeplearning.bsky.social · 14/03/2025
I was not ok with calling balloons "flying machines" either...I wanted to call them "floating machines", but the general public wanted to call it flying and that won out. 😇 blog.dileeplearning.com/p/welcome-to...
blog.dileeplearning.com
Welcome to the exciting dirigibles era of AI
Notes for navigating large language models and beyond...
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Dileep George @dileeplearning @dileeplearning.bsky.social · 14/03/2025
It was fun to visit Weinan's lab @sunw37.bsky.social at Cornell to give this talk. Exciting to see the experiments he's cooking up, and we had lots of fun discussions about PFC, hippocampus, consciousness and meditation! Part of the talk content is here: blog.dileeplearning.com/p/space-is-a...
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Dileep George @dileeplearning @dileeplearning.bsky.social · 09/03/2025
wow...a post like this on LW? What's happening?
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Dileep George @dileeplearning @dileeplearning.bsky.social · 07/03/2025
After reading this paper I feel like the rat in Ratatouille 😇
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Dileep George @dileeplearning @dileeplearning.bsky.social · 07/03/2025
If there is a possibility that none of the critiques you make about theories of cognitive maps apply to our work , which is a contemporary theory of cognitive maps, then isn't that even more reason for you to engage with it? Is it that you aware of our work and found it irrelevant?
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Dileep George @dileeplearning @dileeplearning.bsky.social · 07/03/2025
Since I do have a cognitive map theory, I read this paper with interest...but I don' get what the point is. Was the cognitive map idea vague initially ...yes. Has it become more concrete recently? Yes. Does it have a homunculus problem? Not really. www.science.org/doi/10.1126/... 1/
science.org
Space is a latent sequence: A theory of the hippocampus
Mental representations of space emerge from sequence learning on egocentric sensory inputs.
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nspruston.bsky.social @nspruston.bsky.social · 13/02/2025
I’m excited about this collaborative project by @sunw37.bsky.social, @johanwinn.bsky.social, and many other talented contributors. Read about how our @hhmijanelia.bsky.social team imaged thousands of neurons in mouse hippocampus as mice learned cognitive tasks over several days: hhmi.news/4hXIp7r
hhmi.news
Mapmaking in the mind: new research details how the brain builds mental maps of the world
To see how cognitive maps form in the brain, researchers used a Janelia-designed, high-resolution microscope with a large field of view to image neural activity in thousands of neurons in the
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Dileep George @dileeplearning @dileeplearning.bsky.social · 13/02/2025
Must-read for anyone interested in cognitive maps & the hippocampus.
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