'Thermodynamic computer' can mimic AI neural networks — using orders of magnitude less energy to generate images Researchers generated images from noise, using orders of magnitude less energy than current generative AI models require.

Decades of research have gone into suppressing noise for higher performance computing devices – now researchers are finding ways to exploit noise for image generation
www.livescience.com/technology/c... #thermodynamiccomputing #probabilisticcomputing

We never aligned fire with humanity.
We learned its laws.
Stop trying to "align" AI with values.
Build systems whose state space cannot represent harm.
Safety isn't ethics.
It's thermodynamic constitution.
#SYF #ThermodynamicComputing

Hacking Physics: The Thermodynamic AI Chip 🧠 Tech Takedown

Digital chips are just expensive heaters. 🧱🔥 We expose #Extropic & the #ThermodynamicComputing revolution. Founder Guillaume Verdon (aka #BeffJezos) wants to "hack physics" to save AI from the energy wall. Is #eacc the future? 🚀

🎧 LISTEN NOW 👇
open.spotify.com/episode/2JCM...

Polymer-based probabilistic bits for thermodynamic computing Probabilistic bits (p-bits) are stochastic hardware elements whose output probability can be tuned by an input bias, offering a route to energy-efficient architectures that exploit, rather than suppre...

🚨 New preprint from the Foulger Research Group 🚨

We report the first demonstration of polymer-based probabilistic bits (p-bits) as building blocks for thermodynamic computing.
📄 Read it here: arxiv.org/abs/2509.21372

#PolymerElectronics #NeuromorphicComputing #pbits #ThermodynamicComputing

Polymer-Based Probabilistic Bits Enable Thermodynamic Computing

A polymer‑based memristor generates probabilistic bits (p‑bits) by converting random resistance fluctuations with a voltage‑divider, showing bias‑dependent entropy peaks. Read more: getnews.me/polymer-based-probabilis... #pbits #thermodynamiccomputing

Thermodynamic Computing vs ⚡️ Traditional Computing

Discover how physics-based systems are changing AI—from energy efficiency to natural adaptability.

#ThermodynamicComputing #AIInnovation #TechExplained #FutureOfAI

Thermodynamic Computing: The Next Leap in AI Efficiency Discover how thermodynamic computing boosts AI efficiency by mimicking physics and drastically reducing energy consumption.

New on Encyclotech:

Thermodynamic Computing: The Next Leap in AI Efficiency

Learn how this revolutionary approach mimics physics to boost AI power while slashing energy use.

👉 encyclotech.com/thermodynami...

#ThermodynamicComputing #AI #FutureOfTech #DecentralizedAI #SustainableComputing