Definition
Plain language
DeepMind's system that used AI to search for better algorithms.
As stated in the literature
A DeepMind system that uses LLM-driven evolutionary search to discover novel algorithms and programs, including published records on classical math optimization problems like circle packing.
Why it matters: It's evidence that LLM-driven search can produce genuinely new mathematical and algorithmic results, not just rephrase existing ones.
For example, AlphaEvolve found a tighter circle-packing arrangement than the previous published record by mutating and testing candidate configurations.
Heard on the show
“That's FunSearch, that's AlphaEvolve, that's a whole cluster of recent work.”Episode 139 — When Optimizing One GPU Kernel Quietly Breaks the Whole System