Architect

Feb 20, 2025 · Artificial Intelligence

Why Long CoT and In‑Context RL Are the Next Frontier for LLMs

The article analyses recent breakthroughs such as OpenAI's o1, Long CoT, and test‑time search, arguing that enabling LLMs to perform self‑critique and reinforcement learning with long output sequences is essential for future AI performance, while warning against overly structured workflows.