Wuming AI

Aug 11, 2025 · Industry Insights

Why LLMs Overthink and How Developers Can Control Inference Depth

Developers notice that large language models often enter an "overthinking" mode that slows down simple coding tasks, prompting calls for adjustable inference depth controls so models can switch between quick checks and deep analysis based on task risk level.