Articles tagged "Multi-LLM"

Sakana AI's first commercial product 'Marlin,' launched June 15, 2026, is an autonomous research agent — not an LLM. Combining AB-MCTS (Adaptive Branching Monte Carlo Tree Search) with multi-LLM collaboration across OpenAI o4-mini, Google Gemini 2.5 Pro, and DeepSeek R1-0528, Marlin operates autonomously for up to ~8 hours per task to generate tens-to-100+ page reports and executive slides. Designed for financial institutions, corporate planning, consulting, and think tanks, it differs fundamentally from OpenAI Deep Research and Gemini Deep Research in both purpose and architecture. This guide covers everything from its technical design to pricing, competitor comparison, and what it means for Japanese enterprises.