Tristan Slominski
@tristanls.bsky.social
120 followers 54 following 99 posts
Hello o/ Creator of https://mapkeep.com. Building sensorimotor intelligence @thousandbrains.org.
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Reposted by Tristan Slominski
thousandbrains.org
🚀 New Video Series: Community Videos!

First up: Collin & @tristanls.bsky.social dive into adding CUDA GPU support to Monty’s HypothesesUpdaters, with a proposed high-level API + open issues to tackle.

Watch here 👉 youtu.be/eFmIK16B5kQ
2025/08/28 GPU Support Meeting
YouTube video by Thousand Brains Project
youtu.be
tristanls.bsky.social
Pflugerville Purrpfect Pawtners Cat Rescue

Make it happen #pflugerville
tristanls.bsky.social
Incidentally, this short 4 minute video triggered in me a fundamental insight into why quaternions work: an embedding in a higher-dimensional space with one constraint avoids singularities or discontinuities when representing the embedded space.

www.youtube.com/watch?v=PPgJ...
Modern Robotics, Chapter 2.3.2: Configuration Space Representation
YouTube video by Northwestern Robotics
www.youtube.com
tristanls.bsky.social
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...
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...
thousandbrains.org
Reposted by Tristan Slominski
thousandbrains.org
🚨 Question: How did you build something radically different than deep learning?

youtube.com/shorts/4cfxP...

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

#AI #Neuroscience #ThousandBrains #SensorimotorAI
youtube.com
Reposted by Tristan Slominski
thousandbrains.org
🚀 From LEGO bricks to neocortical-robotic AI.

We built a robot with tower-mounted RGB+depth sensors & a rotating platform, powered by Monty + Raspberry Pis, to scan real-world objects in 3D.

🎥 Watch the build, debug, train & demo: youtu.be/_u7STtACQ50

#Robotics #AI
2025-05 LEGO Robot Presentation and Demo
YouTube video by Thousand Brains Project
youtu.be
tristanls.bsky.social
I'm hiring again at @thousandbrains.org

I'm looking for an experienced software engineer to join us in transforming our groundbreaking research into a platform that will enable people worldwide to run Monty and apply sensorimotor intelligence to their problems.

thousandbrains.org/company/care...
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...
thousandbrains.org
Reposted by Tristan Slominski
bcantrill.bsky.social
A must-watch talk from @scott.hanselman.com. Scott and I are of the same vintage, and I am embarrassed (mortified!) by how revolting some of our generational peers have become. Technology still has a unique power to improve our lives, but wow, do we ever have work to do. youtu.be/dVG8W-0p6vg?...
Tech Promised Everything. Did it deliver? | Scott Hanselman | TEDxPortland
YouTube video by TEDx Talks
youtu.be
tristanls.bsky.social
It occurred to me that it used to be difficult to convince "the business" that 100% SLO was not achievable. No defects was so difficult to counter. I'm amazed how much LLMs flipped the whole thing on its head and nobody cares anymore 😄.
tristanls.bsky.social
Hey o/

... in that case, dissapointment at all the things embedding vectors and neural networks can't do.
tristanls.bsky.social
For you, or for ML? For ML it's gonna be sensorimotor intelligence based on the neocortex bsky.app/profile/thou...
thousandbrains.org
🎥 Watch @cortical-canonical.bsky.social present our new paper:

"Thousand-Brains Systems: Sensorimotor Intelligence for Rapid, Robust Learning and Inference"

Watch the full talk here: youtu.be/3d4DmnODLnE

Sensorimotor learning implemented from 20 years of neocortex research.
2025/07 - Thousand-Brains Systems: Sensorimotor Intelligence for Rapid Robust Learning and Inference
YouTube video by Thousand Brains Project
youtu.be
tristanls.bsky.social
Welcome to Costco, I love you.
Reposted by Tristan Slominski
thousandbrains.org
1/
🚨Another New Paper Drop! 🚨 “Hierarchy or Heterarchy? A Theory of Long-Range Connections for the Sensorimotor Brain”

👇 Dive into the full thread 🧵
arxiv.org/abs/2507.05888
Reposted by Tristan Slominski
thousandbrains.org
🔥 Want to understand how the neocortex builds intelligence?

Artem Kirsanov made a great video on the Thousand Brains Theory, the foundation of everything we’re building at here Thousand Brains Project!

🎥 youtu.be/Dykkubb-Qus
#Neuroscience #AI #ThousandBrains #Neocortex
A Fundamental Unit Of Intelligence
YouTube video by Artem Kirsanov
youtu.be
Reposted by Tristan Slominski
thousandbrains.org
/1
🚨 New Paper Drop 🚨
We’ve released “Thousand-Brains Systems: Sensorimotor Intelligence for Rapid, Robust Learning & Inference” — the first working implementation of a thousand-brains system, code-named Monty.

👇 Dive into the full thread 🧵
arxiv.org/abs/2507.04494
Reposted by Tristan Slominski
vivianeclay.bsky.social
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 🧠
thousandbrains.org
New paper dropped! “Hierarchy or Heterarchy? A Theory of Long-Range Connections for the Sensorimotor Brain” The Thousand Brains Theory explains the cortex’s non-hierarchical connections, and why they matter for building machine intelligence.

Read it now: arxiv.org/abs/2507.05888
tristanls.bsky.social
Latest updates to the Thousand Brains Theory!
thousandbrains.org
New paper dropped! “Hierarchy or Heterarchy? A Theory of Long-Range Connections for the Sensorimotor Brain” The Thousand Brains Theory explains the cortex’s non-hierarchical connections, and why they matter for building machine intelligence.

Read it now: arxiv.org/abs/2507.05888
Reposted by Tristan Slominski
vivianeclay.bsky.social
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!🦾
thousandbrains.org
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The first paper: “Thousand-Brains Systems: Sensorimotor Intelligence for Rapid, Robust Learning & Inference”, is out now: arxiv.org/abs/2507.04494. It showcases our first working system, codename Monty.
Reposted by Tristan Slominski
cortical-canonical.bsky.social
Ok this is one I've been really excited to share - our pre-print demonstrating the capabilities of thousand-brain systems is now out 🧠🚀 It gives a great overview of why we believe the approach we're taking is so promising. Rapid and continual learning leading to rapid and...
thousandbrains.org
1/
This week, we’re releasing two milestone papers: one shows the amazing capabilities of thousand-brains systems and their benefits over deep learning, the other proposes a new theory of long-range connections in the neocortex. Years of work led to this.