Google DeepMind created AlphaEvolve, an LLM system that writes its own game theory algorithms. In tests on imperfect-information games like poker, discovered algorithms matched or beat human-designed methods. Uses evolutionary search with Gemini 2.5 Pro to mutate algorithm code. https://www.marktechpost.com/2026/04/03/google-deepminds-research-lets-an-llm-rewrite-its-own-game-theory-algorithms-and-it-outperformed-the-experts/ #AIagent #AI #GenAI #AIResearch #Google