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Viviane Clay

@vivianeclay

Director, Thousand Brains Project @Numenta Working on a new type of AI that works on the principles of the neocortex 🧠🦾 #neuroscience #EmbodiedAI #sensorimotor #neuroAI

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18.11.2024
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Latest posts by Viviane Clay @vivianeclay

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Jeff Hawkins and @vivianeclay.bsky.social answer "How Can the Wide Variety of Cognitive Functions All Be Achieved With One Algorithm?"

Watch the full β€œMeet Monty 2026: Reverse Engineering Intelligence” webinar and Q&A here: www.youtube.com/playlist?lis...

24.02.2026 15:22 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 1
2026/01 - 2025 Review / 2026 Direction & Goals
2026/01 - 2025 Review / 2026 Direction & Goals YouTube video by Thousand Brains Project

@vivianeclay.bsky.social reviews the TBP 2025 highlights and our direction for 2026, from Monty’s first sensor movements in the real world to the idea of a new Solutions Incubator. Many amazing things have been accomplished with more to come!

Watch now: youtu.be/x-r84LkT8L0

09.01.2026 16:54 πŸ‘ 0 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
2024/08 - Review of Interneurons
2024/08 - Review of Interneurons YouTube video by Thousand Brains Project

Hi @glassbeads.dev sorry for the late reply, I just saw this comment. You might find this research meeting interesting where our team reviews inhibitory connections: youtu.be/S3rb2Qfujv4

20.01.2026 08:25 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Reminder! Dec 17 at 9 AM PST: Jeff Hawkins, @vivianeclay.bsky.social, @cortical-canonical.bsky.social, and the Thousand Brains Project team will give a simple, easy-to-follow intro to the Thousand Brains Project and the machine intelligence we are building.
πŸ‘‰ Join us: www.meetup.com/thousand-bra...

15.12.2025 18:24 πŸ‘ 4 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Join our meetup next Wednesday to see all the exciting things we've been up to over the past year! If you want to catch up with our project and get a high-level overview of what we do, this 2-hour meeting with nine short talks from everyone on our team would be the ideal opportunity!

10.12.2025 13:35 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1
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Join us Dec 17 at 9 AM PST for a meetup with Jeff Hawkins, @vivianeclay.bsky.social, and the Thousand Brains Project team.

New to Monty? This is the perfect place to jump in. If you already know Monty, we’ll tell you something new.

www.meetup.com/thousand-bra...

26.11.2025 21:03 πŸ‘ 4 πŸ” 2 πŸ’¬ 0 πŸ“Œ 1
βœ… What's the Most Surprising Capability Monty Gains Through Sensorimotor Learning #sensorimotorai
βœ… What's the Most Surprising Capability Monty Gains Through Sensorimotor Learning #sensorimotorai YouTube video by Thousand Brains Project

🚨 @vivianeclay.bsky.social and @cortical-canonical.bsky.social respond to β€œWhat's the Most Surprising Capability Monty Gains Through Sensorimotor Learning?”

youtube.com/shorts/lUQkb...

Read the paper: arxiv.org/abs/2507.04494
Read the plain language explainer: thousandbrains.org/thousand-bra...

10.10.2025 14:27 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
What is the Origin of the Idea that the Brain is Hierarchical? #AI #ThousandBrains #Thalamus
What is the Origin of the Idea that the Brain is Hierarchical? #AI #ThousandBrains #Thalamus YouTube video by Thousand Brains Project

🚨 Viviane Clay and Niels Leadholm respond to β€œWhat is the Origin of the Idea that the Brain is Hierarchical?”

youtube.com/shorts/aA0Lh...

Read the paper: arxiv.org/abs/2507.05888
Read the plain language explainer: thousandbrains.org/hierarchy-or...

#AI #Neuroscience #ThousandBrains #Thalamus

06.10.2025 19:42 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
You Measured FLOPs and Found Savings of Up to Eight Orders of Magnitude, What Does This Unlock? #ai
You Measured FLOPs and Found Savings of Up to Eight Orders of Magnitude, What Does This Unlock? #ai YouTube video by Thousand Brains Project

🚨 @vivianeclay.bsky.social responds to β€œYou Measured FLOPs and Found Savings of up to Eight Orders of Magnitude, What Does This Unlock?”

youtube.com/shorts/VhYFA...

Read the paper: arxiv.org/abs/2507.04494
Read the plain language explainer: thousandbrains.org/thousand-bra...

#AI #MachineLearning

02.09.2025 17:50 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

"As the AI field increasingly confronts the diminishing returns of simply scaling up existing approaches, where each new breakthrough requires exponentially more data, compute, and energy, biological insights like those underlying Monty offer a different path forward."

21.08.2025 07:54 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

"Monty embodies a shift from the passive data consumption that has defined modern machine learning to the active, exploratory intelligence that characterizes living beings."

21.08.2025 07:54 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Hands-On Intelligence: Why the Future of AI Moves Like a Curious Toddler, Not a Supercomputer β€œWe are neural beings. Our brains take their input from the rest of our bodies. What our bodies are like and how they function in the world…

I just came across this excellent blog post about the recent results we published about the capabilities of the new type of AI we are building (no deep learning!) at the @thousandbrains.org πŸ€– 🧠: gregrobison.medium.com/hands-on-int...

21.08.2025 07:53 πŸ‘ 4 πŸ” 0 πŸ’¬ 1 πŸ“Œ 1
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Open-Source Software Engineer As a software engineer on the Thousand Brains Project, you will shape our open-source code base to make it accessible to a large research community. Additionally, you will write code and maintain infr...

Are you a software developer who wants to work on AI but doesn't have the classic Machine Learning / LLM / deep neural network experience? Then, I'm looking for you...

I'm looking for traditional software engineers to build our sensorimotor intelligence platform.

thousandbrains.org/company/care...

21.08.2025 03:26 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Great blog post about the importance of structured representations for intelligence and spatial navigation mechanisms being generalized to navigate our mental models of the world.

20.08.2025 08:18 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
What Neuroscience Insight was Non-Negotiable in the Design of Monty? #sensorimotorai #ai
What Neuroscience Insight was Non-Negotiable in the Design of Monty? #sensorimotorai #ai YouTube video by Thousand Brains Project

🚨 @cortical-canonical.bsky.social responds: What Neuroscience Insight was Non-Negotiable in the Design of Monty?

youtube.com/shorts/2DwYk...

Read the paper: arxiv.org/abs/2507.04494
Read the plain language explainer: thousandbrains.org/thousand-bra...

#AI #Neuroscience #SensorimotorAI

14.08.2025 18:16 πŸ‘ 2 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Recommend this blog post! "These results suggest that the solution to catastrophic forgetting is rethinking how artificial systems learn, moving from monolithic, globally-optimized networks toward modular, locally-adaptive architectures that mirror the brain’s evolved approach to lifelong learning."

13.08.2025 12:44 πŸ‘ 5 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Many people think of the brain as a hierarchical system, and in many ways it is. But there is also a lot of non-hierarchical processing going on. Check out this pre-print where we review and propose functional roles for the different long-range connections in the neocortex 🧠

09.07.2025 17:54 πŸ‘ 8 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Super excited to share our new paper! We spent the past years building an alternative AI approach, and now we demonstrate a whole range of advantages. Robust object & pose detection, generalization, data and compute efficient training, continual learning, shape bias, intelligent policies, and more!🦾

08.07.2025 16:36 πŸ‘ 4 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Active Learning Machines: What Thousand Brains Theory and Piaget Reveal About True Intelligence β€œTo understand the development of knowledge we must start with an idea which seems central to meβ€Šβ€”β€Šthe idea of an operation. Knowledge is…

I just read this great blog post about the lack of sensorimotor learning in current AI and how Piaget's theories, neuroscience, and the TBT outline a better path. This resonated a lot with me as I spent years of my PhD trying to make exactly that point :) gregrobison.medium.com/active-learn...

24.06.2025 13:23 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

As always, really cool work @hardmaru.bsky.social and beautifully visualized on top of that!

14.05.2025 06:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
2025/04 - TBP Positive Impact
2025/04 - TBP Positive Impact YouTube video by Thousand Brains Project

πŸš€ New video: @vivianeclay.bsky.social presents the Future Applications & Positive Impacts of Monty

We don’t claim to predict the future - but we do know what Monty will be capable of when we hit each milestone.

Watch here πŸ‘‰ youtu.be/Iap_sq1_BzE

04.04.2025 17:58 πŸ‘ 2 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0

Great interview with Jeff about the significant differences between our intelligence 🧠 and deep learning. Have a listen if you want to know how we could build machines based on how the brain actually works and how this will shape the future of AI πŸ€–

28.03.2025 07:35 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

[ 🌍 Remote work is possible. This is not an entry-level position. This is not a researcher position.]

20.02.2025 09:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

If you want to have a peek at how it is working at the Thousand Brains Project , check out some of the pictures from our recent team retreat thousandbrains.org/2025-02-tbp-... 🌴 😊

20.02.2025 09:05 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

This is a great chance to be part of an incredibly unique and exciting project building a fundamentally new type of AI based on how the brain works 🧠 πŸ€–

20.02.2025 09:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Open-Source Software Engineer As a software engineer on the Thousand Brains Project, you will shape our open-source code base to make it accessible to a large research community. Additionally, you will write code and maintain infr...

[WE'RE HIRING]
Join our awesome @thousandbrains.org team to build the future of machine intelligence! πŸš€
πŸ’» We're looking for a software engineer to support our research team and open-source community thousandbrains.org/company/care...

20.02.2025 09:05 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

[ 🌍 Remote work is possible. This is not an entry-level position. This is not a researcher position.]

20.02.2025 09:03 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
2025-02 TBP Retreat | Thousand Brains Project TBP Retreat February, 2025 The team spent a week together undertaking intense brainstorming, problem solving, team building, cooking and eating and going

If you want to have a peek at how it is working at the Thousand Brains Project , check out some of the pictures from our recent team retreat thousandbrains.org/2025-02-tbp-... 🌴 😊

20.02.2025 09:03 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

This is a great chance to be part of an incredibly unique and exciting project building a fundamentally new type of AI based on how the brain works 🧠 πŸ€–

20.02.2025 09:03 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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EP 281 Jeff Hawkins and Viviane Clay on the Thousand Brains Theory - The Jim Rutt Show Jim talks with Jeff Hawkins and Viviane Clay about the Thousand Brains Project & Jeff's bookΒ A Thousand Brains: A New Theory of Intelligence.

πŸŽ™οΈ w/ Jeff Hawkins & @vivianeclay.bsky.social on @1000brainsproj.bsky.social & Jeff’s book.

Cortical columns, reference frames in knowledge representation, β€œvoting” for perceptual consensus, Gibson’s affordances, fundamental problems vs impressive demos, and much more. @numentaofficial.bsky.social

05.02.2025 12:52 πŸ‘ 4 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1