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Computing Evolves: P-bits Cut AI Energy Costs
Manage episode 451128222 series 3602245
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Welcome to Heliox, where we illuminate tomorrow's technologies with warmth and wonder.
Today we're exploring a fascinating shift in how computers think - moving from the rigid world of ones and zeros to something that looks more like the beautiful uncertainty of nature itself. Just as a butterfly emerges from its chrysalis, traditional computing is transforming into something more organic, more efficient, and perhaps more profound.
Join us as we delve into probabilistic computing - where randomness becomes a feature, not a bug. We'll discover how this elegant approach mirrors patterns we see in everything from falling leaves to firing neurons, and how it might just revolutionize AI while using a fraction of the energy.
Whether you're a tech enthusiast or simply curious about where technology is heading, this episode offers a gentle introduction to a revolutionary idea that's both powerful and poetic in its simplicity.
So settle in, and let's explore how the future of computing might be less about precision and more about possibility.
New Computing Breakthrough achieves
100 Million Times GPU Performance
00:00 - Probabilistic Computing
9:24 - Thermodynamic Computing
https://www.youtube.com/watch?v=hJUHrrihzOQ
Thermodynamic Computing System for AI Applications
https://arxiv.org/html/2312.04836v1
https://arxiv.org/pdf/2312.04836v1
A Probabilistic Certainty
https://engineering.ucsb.edu/news/probabilistic-certainty
Boltzman machine
https://en.wikipedia.org/wiki/Boltzmann_machine
Entropic
https://www.extropic.ai/future
Normal computing
https://www.normalcomputing.com
Artificial Intelligence
- S1E69: Computing Evolves: P-bits Cut AI Energy Costs
- S1E40: Beyond Liquid Neural Networks
- S1E33: Al
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