Viviane Clay
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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- 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!
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- 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 🤖 🧠: gregrobison.medium.com/hands-on-int...
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- 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.
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- 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."
- 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 🧠
- 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!🦾
- 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...
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- 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 🤖
- [WE'RE HIRING] Join our awesome @thousandbrains.org team to build the future of machine intelligence! 🚀 💻 We're looking for a software engineer to support our research team and open-source community thousandbrains.org/company/care...
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- It feels quite strange to make a roadmap discussion like this public! But it's just another part of our approach to totally open and transparent research at the @1000brainsproj :) Let us know if you have any thoughts! thousandbrains.discourse.group/t/2025-01-q1...
- I'm so excited to finally publish what I've been working on for the past 3 years! ☺️Check out this whitepaper outlining our novel approach to sensorimotor AI based on what we know about the neocortex 🧠https://arxiv.org/abs/2412.18354
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- It's finally out 🎬🍿 I'm happy to share that the movie I produced with my husband a few years ago is now available on several streaming services and on DVD! (Link in the thread 👇)
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- 🍿 Watch the recording of our meetup if you missed it! www.youtube.com/watch?v=lqFZ... I would say it's the best resource to get a quick overview of the @1000brainsproj.bsky.social Loved all the in-depth questions from the audience as well ♥️
- 🚀 Join our virtual launch symposium today! - 9 am PST (that's 6 pm in Germany) It will be a great first introduction to the project! Hope to see you there ☺️
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- It finally happened! The @1000brainsproj.bsky.social is open-source 🚀 What does the future of AI look like? I am betting it will be sensorimotor 🦾 This is our first implementation of an AI system based closely on how the neocortex works 🧠 www.youtube.com/watch?v=tbqZ...
