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Learn how to develop AI agents that can achieve results comparable to human experts in real-world competitive settings through this 22-minute conference talk. Explore the cutting-edge technologies behind Sakana AI's breakthrough agents, including "AI Scientist" and "ALE-Agent," which generate creative research papers and algorithms that receive objective assessments placing them on par with human specialists when evaluated under identical conditions. Discover the technical foundations that enable these advanced AI systems, with particular focus on scaling during inference and other key methodologies that allow artificial agents to compete effectively with human experts in professional domains.
