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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 · 13/03/2026
maybe you'd find this comic useful :-) www.agicomics.net/c/agi-equiva...
agicomics.net
AGI Comics — #6: Artificial General Equivalence
A comic series.
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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 · 01/03/2026
thank you!
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thank you!
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thanks Kevin
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thank you Marcelo
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thank you so much! 😊
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thank you!
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thank you! still growing up :)
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thank you!
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thank you!
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thank you!
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Dileep George @dileeplearning @dileeplearning.bsky.social · 01/03/2026
thanks Anil
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Dileep George @dileeplearning @dileeplearning.bsky.social · 25/02/2026
Check out my blog fore more details on what we are up to: blog.dileeplearning.com/p/in-search-... 2/
blog.dileeplearning.com
In search of the mystery of the cortical column and human-like general intelligence
Today, Astera Institute announced that I am leading its AGI research program with an ambitious research agenda.
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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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Reposted by Dileep George @dileeplearning
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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Reposted by Dileep George @dileeplearning
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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Dileep George @dileeplearning @dileeplearning.bsky.social · 18/09/2025
Yes, it counts.
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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
Thank you! Looks like I was able to fix it by adding one more rule to the domain forwarding setup at squarespace.
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Dileep George @dileeplearning @dileeplearning.bsky.social · 17/09/2025
Hmmm….i need to vibe fix this….tomorrow!
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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
Ohh ok I realize that @tyrellturing.bsky.social mentioned evolution. Fine then. But then which neuroscientist believes this?
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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
Here's the CSCG paper: www.nature.com/articles/s41... And here' the CML paper: www.nature.com/articles/s41...
nature.com
Clone-structured graph representations enable flexible learning and vicarious evaluation of cognitive maps - Nature Communications
Higher-order sequence learning using a structured graph representation - clone-structured cognitive graphs (CSCG) – can explain how the hippocampus learns cognitive maps. CSCG provides novel explanati...
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Dileep George @dileeplearning @dileeplearning.bsky.social · 15/05/2025
Good conclusion :-).
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Dileep George @dileeplearning @dileeplearning.bsky.social · 15/05/2025
somehow chatGPT understand my opinion about successor representations? 4/
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Dileep George @dileeplearning @dileeplearning.bsky.social · 15/05/2025
I didn't mention partial observability specifically, so it is impressive that this was picked up. Looks like we did something right in our CSCG paper in making this explicit? 3/
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Dileep George @dileeplearning @dileeplearning.bsky.social · 15/05/2025
It is quite impressive that chatGPT picked up these nuances, picks up a relevant quote from the paper and even emphasizes portions of the response. 2/
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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
Some of our work could explain this kind of latent graph learning and schema-like abstraction. 2/ arxiv.org/abs/2302.07350
arxiv.org
Graph schemas as abstractions for transfer learning, inference, and planning
Transferring latent structure from one environment or problem to another is a mechanism by which humans and animals generalize with very little data. Inspired by cognitive and neurobiological insights...
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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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Dileep George @dileeplearning @dileeplearning.bsky.social · 27/04/2025
it takes a bit of getting immersed in the field to know this :-)
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Dileep George @dileeplearning @dileeplearning.bsky.social · 27/04/2025
This comic would be an inside joke. Many neuroscience papers that study a brain region postulate that the current does a simple transformation of the input to make it easy for brain regions that are 'downstream' to solve the real problem effectively deferring the real problem. ...
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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 · 26/04/2025
And whether top-down't influence is multiplicative or not is very context-dependent. (this is also what is seen in neurobiology). www.science.org/doi/10.1126/...
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