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Sakana AI commercialized AB-MCTS in Sakana Marlin, an enterprise agent that generates up to 100-page research reports with slides. The agent runs autonomously for up to eight hours per topic, issuing hundreds to thousands of LLM queries. A closed beta with 300 professionals tested it on strategy, market research, and risk analysis tasks.
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