So proud of Team Sakana AI for pulling this off! We managed to get an agent to rank #1 in a difficult heuristic optimization contest. We leaned heavily into test-time inference using a mix of frontier models. The agent spent $1,300 to autonomously discover an algorithm that beat the human baseline.