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Geometric Intelligence Lab

@geometric_intel

Research lab at @UCSBEngineering revealing the geometric signatures of natural and artificial intelligence | PI: @ninamiolane
Santa Barbara gi.ece.ucsb.edu Joined September 2021
747 Following 2.7K Followers 1.2K Posts

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Geometric Intelligence Lab @geometric_intel
🌟 New review from the lab!

Discover the geometric, topological and algebraic signatures of machine learning and deep learning models.

By @naturecomputes @johmathe @mathildepapillo D. Buracas @hansenlillemark @cashewmake2 @AbbyBertics X. Pennec & @ninamiolane !
In the 20th century, non-Euclidean geometry transformed how we model the world with pen and paper. In this century, it’s revolutionizing how we model the world with machines.

Our review on the topic is out arxiv.org/pdf/2407.09468, led w the brilliant
@naturecomputes @johmathe
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Geometric Intelligence Lab @geometric_intel
Want to write predictive laws of intelligence across brains and machines?

Understand what makes AI safe vs unsafe?

Understand how brains can be intelligent and energy efficient?

Apply to our lab!
I am recruiting PhD students for Fall 2027!😃

You want to find the mathematical laws of intelligence in brains and machines? 🌐🧠🤖

Apply to the UCSB Geometric Intelligence Lab✨

This is the view you'll have from.... your desk 🌴
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Geometric Intelligence Lab @geometric_intel
Our lab is excited to be part of this important research!
Thanks @NSF for granting us a $1M award to advance the mathematical foundations of AI!

W/ @HaewonJeong00 @YaoQin_UCSB Sanjukta K, we will study how AI learns higher-order interactions in physical systems: from 🌠 stars in galaxies to 🧠 neurons in the brain.

@ucsbece @ucsbcs
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Geometric Intelligence Lab @geometric_intel
Our lab was awarded a @GoodfireAI 's academic research grant 🌟

Many thanks to @GoodfireAI for supporting geometric intelligence research for AI interpretability and safety with free Silico usage.
Thank you @GoodfireAI for awarding our lab a research grant on: Geometric Intelligence for AI Interpretability and Safety!🌟

At @geometric_intel, we transform intelligence research from an expensive engineering endeavor into a mathematical science where we can predict behavior.
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