Sakana AI· Sakana modelsResearch paper

Trinity: An Evolved LLM Coordinator

Sakana AI announces a new paper, 'TRINITY: An Evolved LLM Coordinator', accepted at ICLR2026. The paper introduces a system that coordinates multiple LLMs by dynamically assigning roles (Thinker, Worker, Verifier) using a lightweight coordinator with fewer than 20K learnable parameters, trained via evolutionary algorithms. The system achieves state-of-the-art results on LiveCodeBench (86.2% pass@1) and generalizes zero-shot to unseen tasks, outperforming individual models including GPT-5, Gemini 2.5-Pro, and Claude-4-Sonnet.

From the source

Excited to share our new paper: “TRINITY: An Evolved LLM Coordinator”, published as a conference paper at ICLR2026!

sakana.ai

Announced

25 Apr 2026 15:00 UTC

Detected

28 Aug 2026 21:48 UTC (+125d after)