According to the 2025 Stack Overflow Developer Survey, the single greatest frustration for developers is dealing with AI solutions that look correct but are slightly wrong. Nearly half of developers ...

By now, we have all seen agents in ChatGPT and Gemini that are specifically about researching. However, Superagent is built ...

第二，推理成本暴降 。2024到 2026年 ，推理成本每8周减半。微调的主要价值之一就是"提高效率降低成本"，但当基础模型的成本已经低到可以忽略时，微调的性价比就消失了。