Stop Paying Your LLM to Say “Wait”
中文摘要
探索 token 预算感知推理与自适应思维如何通过数学框架和控制器优化 LLM 效率，减少无效 token 造成的成本浪费。
English Summary
Discover how token-budget-aware reasoning and adaptive thinking optimize LLM efficiency and reduce costs by managing token usage via mathematical frameworks and controllers.
Original Excerpt
Token-budget-aware reasoning, from TALE (2024) to adaptive thinking (2026): the math, the benchmarks, and a controller you can build this… Continue reading on Medium »