LLM X/Twitter Mar 27, 2026 2 min read
Together Research said on March 27, 2026 that a smaller model using divide-and-conquer can match or outperform GPT-4o on long-context tasks, with the work accepted at ICLR 2026. Together's blog and the arXiv paper say the method uses a planner-worker-manager pipeline and explains long-context failures in terms of task, model, and aggregator noise.