Computing Evolves: P-bits Cut AI Energy Costs

Send us Fan MailWelcome 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 Performance00:00 - Probabilistic Computing9:24 - Thermodynamic Computinghttps://www.youtube.com/watch?v=hJUHrrihzOQThermodynamic Computing System for AI Applicationshttps://arxiv.org/html/2312.04836v1https://arxiv.org/pdf/2312.04836v1A Probabilistic Certaintyhttps://engineering.ucsb.edu/news/probabilistic-certaintyBoltzman machinehttps://en.wikipedia.org/wiki/Boltzmann_machineEntropic https://www.extropic.ai/futureNormal computinghttps://www.normalcomputing.comArtificial IntelligenceS1E69: Computing Evolves: P-bits Cut AI Energy CostsS1E40: Beyond Liquid Neural NetworksS1E33: AlphaProteo Generates Novel ProteinsS1E46: AI Art and CopyrightS1E06: Majority Mirage: Elections by the Book, Song and AI MitigationS1E17:  Final Report - Governing AI For HumanityThis is Heliox: Where Evidence Meets EmpathyIndependent, moderated, timely, deep, gentle, clinical, global, and community conversations about things that matter.  Breathe Easy, we go deep and lightly surface the big ideas. Support the showDisclosure: This podcast uses AI-generated synthetic voices for a material portion of the audio content, in line with Apple Podcasts guidelines. We make rigorous science accessible, accurate, and unforgettable.Produced by Michelle Bruecker and Scott Bleackley, it features reviews of emerging research and ideas from leading thinkers, curated under our creative direction with AI assistance for voice, imagery, and composition. Systemic voices and illustrative images of people are representative tools, not depictions of specific individuals.We dive deep into peer-reviewed research, pre-prints, and major scientific works—then bring them to life through the stories of the researchers themselves. Complex ideas become clear. Obscure discoveries become conversation starters. And you walk away understanding not just what scientists discovered, but why it matters and how they got there.Independent, moderated, timely, deep, gentle, clinical, global, and community conversations about things that matter.  Breathe Easy, we go deep and lightly surface the big ideas.Spoken word, short and sweet, with rhythm and a catchy beat.http://tinyurl.com/stonefolksongs