))
AlphaEvolve and Genetic Machine Learning
Manage episode 485110463 series 3620285
Content provided by David Such. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by David Such or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
In this episode, we look at AlphaEvolve, a breakthrough system from Google DeepMind that’s redefining how AI contributes to scientific and algorithmic discovery. Blending evolutionary computation with powerful language models like Gemini, AlphaEvolve operates in a self-improving loop - generating, testing, and refining code to tackle complex, human-defined problems.
We explore how AlphaEvolve has already made headlines by discovering faster matrix multiplication algorithms, tightening bounds on open mathematical questions, and even optimizing real-world systems like Google’s data center scheduling and training kernels.
This episode discusses the significance of AI not just as a problem solver, but as a co-discoverer—an intelligent partner accelerating innovation in math, science, and infrastructure at scales humans alone could never achieve. Tune in to explore what happens when AI doesn’t just learn—but evolves.
If you are interested in learning more then please subscribe to the podcast or head over to https://medium.com/@reefwing, where there is lots more content on AI, IoT, robotics, drones, and development. To support us in bringing you this material, you can buy me a coffee or just provide feedback. We love feedback!
32 episodes
Share
