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The current plan to scale AI is literally cooked. Thermodynamic computing is needed. Full pod out now on Machine Learning Street Talk YT

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Beff – e/acc

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77,069 views • 11 months ago •via X (Twitter)

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What a charlatan Gill Verdon / @BasedBeffJezos is. First minute into his hourlong interview about thermodynamic computing, he casually implies the human brain is “operating near the Landauer limit” 🤡 It's actually about 10^8 less efficient. How about some pushback Machine Learning Street Talk?
0:47

What a charlatan Gill Verdon / @BasedBeffJezos is. First minute into his hourlong interview about thermodynamic computing, he casually implies the human brain is “operating near the Landauer limit” 🤡 It's actually about 10^8 less efficient. How about some pushback Machine Learning Street Talk?

Liron Shapira

97,197 views • 11 months ago

My conversation w/ Maxwell Ramstead Machine Learning Street Talk on thermo compute, AI scaling, and e/acc Now available in full right here. Enjoy!
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My conversation w/ Maxwell Ramstead Machine Learning Street Talk on thermo compute, AI scaling, and e/acc Now available in full right here. Enjoy!

Beff – e/acc

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Extropic is hiring electrical engineers and machine learning programmers to develop a new paradigm of computing
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Extropic is hiring electrical engineers and machine learning programmers to develop a new paradigm of computing

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The United States embraces variance and this allows it to be first to make new discoveries and first to commercialize novel inventions. These two characteristics are interlinked. Clip from upcoming pod w/ Machine Learning Street Talk
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The United States embraces variance and this allows it to be first to make new discoveries and first to commercialize novel inventions. These two characteristics are interlinked. Clip from upcoming pod w/ Machine Learning Street Talk

Beff – e/acc

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Talk is cheap. Help is needed now. Come on the government.
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Talk is cheap. Help is needed now. Come on the government.

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We played this show exactly nine years ago today on the final stop of the Man Machine Poem tour in Kingston. Were you watching? The full video is out now on YT:

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Scott Aaronson on practical quantum speedups: "Billions of dollars are being invested in quantum computing in hopes to accelerate machine learning, optimization, finance, AI. As a quantum algorithms person, honesty compels me to report that the situation is much, much iffier."
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CLIP: Paramount is here to spend. When you talk about money to spend on sports, they are the highest level now .... FULL POD 👇👇
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Gave a talk to Machine Learning @ Berkeley on benchmarking frontier models on spatial biology. Why understanding how assays work is important, what verifiability might look like with messy biology + infrastructure challenges running agentic evals at scale.
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Gave a talk to Machine Learning @ Berkeley on benchmarking frontier models on spatial biology. Why understanding how assays work is important, what verifiability might look like with messy biology + infrastructure challenges running agentic evals at scale.

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Great video by Anastasi in Tech on the physics behind our thermodynamic computing devices Extropic
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Great video by Anastasi in Tech on the physics behind our thermodynamic computing devices Extropic

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“The US is currently very anxious about the issue of power supply, while China does not feel the same level of anxiety,” said Chinese cloud computing and AI scholar Wang Jian, who is also a political advisor. He noted that China's electricity supply is sufficient for the country’s current computing power scale. #TwoSessions2026
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“The US is currently very anxious about the issue of power supply, while China does not feel the same level of anxiety,” said Chinese cloud computing and AI scholar Wang Jian, who is also a political advisor. He noted that China's electricity supply is sufficient for the country’s current computing power scale. #TwoSessions2026

Global Times

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Dear Oakley - we want to talk. New pod with Josh Holmes, Michael Duncan and John Ashbrook is streaming now on YT - link in replies. But hit us up, Oakley fr.
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In June, we taped out CN101, the world’s first thermodynamic computing chip. We’re now sharing early bring-up results from the first thermodynamic ASIC, showing how a physics-based approach can enable stochastic, stateful, and asynchronous computation directly in silicon.
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In June, we taped out CN101, the world’s first thermodynamic computing chip. We’re now sharing early bring-up results from the first thermodynamic ASIC, showing how a physics-based approach can enable stochastic, stateful, and asynchronous computation directly in silicon.

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Leigh Marie Braswell (joined Scale AI at 3 employees) shares Alexandr Wang's vision & intuition: "Alex & his ability to put himself in the right rooms, know the right people, & be able to see.. where's all the revenue going to come from? From the next wave of what's going on in machine learning, human intelligence & data will always be needed. And I have full confidence, because he's done it time & time again, that Alex is always going to be able to figure out where is that place where Scale needs to build a product to sort of be able to bring the humans to the models." "Leigh Marie" Braswell Alexandr Wang Scale AI

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