Overview

• AlphaEvolve integrates Google's Gemini models with an evolutionary framework to propose, evaluate, and refine algorithms across diverse domains.
• The system has achieved a 0.7% efficiency boost in Google's global data centers and improved TPU chip design, demonstrating real-world impact.
• AlphaEvolve broke a 56-year-old record in matrix multiplication, surpassing Strassen's algorithm for 4×4 complex matrices with a more efficient solution.
• In testing, it matched state-of-the-art solutions for 75% of over 50 mathematical problems and improved on 20%, including the 11-dimensional kissing number problem.
• DeepMind is preparing an early access program for academic researchers as it develops a user interface for broader rollout.