TLDRocket
Sign in

Reasoning & Inference

1 summarised story about Reasoning & Inference, each linking back to the original source. Browse all topics →

Friday, 17 July 2026

Sakana AI

Sakana AI

Sakana AI announced Sakana Marlin, its first commercial product, an AI research assistant for businesses that uses proprietary agent technology to conduct autonomous research. The system can complete complex business research over approximately 8 hours by itself, producing structured summary slides and multi-page comprehensive reports without human intervention after the initial prompt. The product integrates two core technologies—AB-MCTS for strategic exploration and AI Scientist frameworks for workflow automation—to enable efficient reasoning scaling that improves output quality with extended computational thinking.