Google DeepMind has created AlphaEvolve, an AI system that can design its own game theory algorithms. The LLM-powered agent discovered new variants of established algorithms like CFR that outperform expert-designed baselines. The research demonstrates AI can automate algorithm design in Multi-Agent Reinforcement Learning, where traditional approaches required manual iteration. 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