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Sakana AI launches Marlin, an autonomous strategy researcher that runs up to 8 hours

Sakana AI launches Marlin, an autonomous strategy researcher that runs up to 8 hours

Sakana AI has shipped Marlin — its first commercial product — an agent that works autonomously for up to 8 hours on a research topic and delivers 100-page strategy reports plus summary slides, validated through a 300-professional closed beta in April. The launch signals that Sakana's long-horizon, multi-model reasoning techniques — AB-MCTS (NeurIPS 2025 Spotlight) and The AI Scientist (Nature) — are now packaging as a strategy-team substitute, with consulting firms, financial institutions, and think tanks as the stated first buyers.

Source: sakana.ai ↗

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Marlin maps the causal relationships at work in complex business environments and organizes them into structured strategic options.

Sakana AI

Why this matters

  • → Automates weeks of strategy work in 8 hours, freeing executives for decision-making.
  • → Validates multi-model reasoning techniques from academic research at commercial scale.
  • → Targets high-value consulting, finance, and think-tank workflows directly.
Research automation goes live