2026-06-15

When deep research isn't enough for your business: Sakana AI launches 'ultra deep research' agent for 100+ page reports in 8 hours

When deep research isn't enough for your business: Sakana AI launches 'ultra deep research' agent for 100+ page reports in 8 hours

The Avocado Pit (TL;DR) 🥑

  • Sakana AI's Marlin takes deep dives seriously, generating 100-page reports in eight hours.
  • It's like having a virtual CSO—without the coffee runs.
  • Instead of speed, Marlin focuses on depth, ditching chatbot small talk for serious strategy.
  • Uses a unique AB-MCTS engine to simulate a chess-like strategy for your business.
  • Not for the casual user; Marlin is strictly business—enterprise-level, to be precise.

Why It Matters

In a world where AI chatbots focus on speed, Sakana AI's Marlin is that rare unicorn that values depth over haste. It's not just about answering questions quickly; it's about answering them well. For businesses, this means more strategic insights and fewer guesswork-based decisions. No more asking, "Can AI do this faster?" The new question is, "Can AI do this smarter?"

What This Means for You

If you’re an enterprise, financial institution, or think tank, Marlin might just be your new best friend. Instead of burning the midnight oil on endless research, you can outsource the grueling task to Marlin. It’s like having a junior consultant who doesn’t sleep, eat, or complain about the air conditioning. Your strategic decisions might just get that extra oomph from insights that are as deep as an ocean trench.

The Source Code (Summary)

Sakana AI, a Tokyo-based startup, is redefining AI-driven research with its new product, Marlin. Unlike typical chatbots that focus on speed, Marlin takes its time—up to eight hours—to churn out 100-page reports, complete with slides and appendices. It's aimed at enterprises and operates via a unique AB-MCTS engine that mimics strategic decision-making, akin to a chess engine but for research. Available through a tiered pricing model, Marlin ensures data security, making it a robust choice for handling sensitive business information.

Fresh Take

Sakana AI’s Marlin is a bold step in a new direction, proving that sometimes slow and steady does win the race. In an era where AI is synonymous with speed, Marlin’s approach is refreshingly different. By focusing on depth, it could very well set a new standard for business research. It’s like the difference between a quick snack and a gourmet meal—sometimes, you really do want to savor the details. With Marlin, businesses can transform the way they strategize, making decisions based on comprehensive insights rather than surface-level summaries. In the race of AI development, Sakana AI might just have found the sweet spot between speed and depth.

Read the full VentureBeat article → Click here

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