Sakana AI launches 'ultra deep research' agent for 100+ page reports in 8 hours
Tokyo-based AI startup Sakana AI has officially launched its first commercial product, Sakana Marlin.
Billed as a "Virtual CSO" (Chief Strategy Officer), Marlin is an autonomous, B2B research agent that deliberately abandons the instantaneous text generation of modern chatbots in favor of deep, long-horizon reasoning.
What sets Marlin apart from the current ecosystem of AI tools is its temporal scale: instead of returning an answer in seconds, it runs continuous, self-governing reasoning loops for up to eight hours at a time to deliver deeply researched, well cited, 100-page strategy reports and executive slides. The company posted sample reports generated my Marlin on its product website here.
Available immediately via the company’s website with pricing starting at a pay-as-you-go tier, the platform is designed strictly for enterprise use—specifically targeting corporations, financial institutions, and think tanks.
The generative AI hype cycle has largely been defined by speed. For...
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