Joshua John·Aug 2Building a Discrete Probabilistic Bit From Diode NoiseModern computing architectures expend immense energy suppressing physical noise. Probabilistic computing turns this paradigm on its head by…
Joshua John·Jul 21Thermodynamics as a Software Test: Building a Stochastic CMOS SimulatorReproducing nonlinear inverter and probabilistic-bit behavior one electron-transfer event at a time
InMajor DigestbyValentin Podkamennyi·Jul 17Thermodynamic Computing Architecture Reduces AI Energy DemandResearchers propose a transistor-based thermodynamic computer architecture that uses 10,000x less energy than GPUs for specific AI tasks.A response icon1A response icon1
Denys Arkusha·Nov 4, 2025TSU: Is it radical rethink of computing for the AI Era?Hello everyone, I just want to share you something that really caught my attention yesterday. You might have seen it already, but I found…A response icon1A response icon1
Pedro Miguel Lourenço·Nov 3, 2025The 10,000x Energy Revolution: How Thermodynamic Computing Could Rewrite the Rules of AIAs tech giants build nuclear reactors for AI, one startup asks: What if we’re solving the wrong problem?
shashank Jain·Oct 30, 2025When Physics Starts Thinking: How Energy-Based Models Lead Us to Thermodynamic AIThis is Inspired by Extropic’s “Thermodynamic Computing: From Zero to One,” Extropic.ai, 2025)
Bill Giannakopoulos·Jun 17, 2025A Novel Quantum Engineering Manifesto: Persistence, Collapse, and the Dual Kernel TheoryFor the first time, we present a formalism that anchors quantum mechanics not in abstraction or interpretation, but in the thermodynamic…
Kibicho Murage·May 27, 2025Logical Reversibility of ComputationProgrammer’s Introduction to Reversible Computing for Quantum, Thermodynamic and Catalytic Computers
Bill Giannakopoulos·Apr 15, 2025Computational Incompleteness: Gödel, η, and the Fragility of NPWhat if Gödel’s unprovable truths and NP’s intractable problems are two sides of the same boundary — a structural collapse caused not by…A response icon19A response icon19
InAI.societybydave ginsburg·Jun 10, 2024AI Top-of-Mind for 6.10.24 — Zombie StudentsToday: Zombie students, AI for SD-WAN, thermodynamic computing, effective image prompting, more on agents, and movie marketing AI fails
