这项由上海交通大学LLM4SE实验室联合字节跳动（抖音集团）共同完成的研究，以预印本形式发布于2026年7月20日，论文编号为arXiv:2607.18213v1，有兴趣深入了解的读者可通过该编号查询完整论文。 **当AI助手开始"刷屏"时，麻烦来了 ...

一个智能体可以完成任务，但走的路径却并不高效。一次失败的搜索可能触发另一次搜索。一次被截断的文件读取可能导致命令再次获取相同内容。正确的最终答案往往掩盖了这些额外步骤，尽管它们增加了延迟并消耗了更多Token。低效操作也会增加失败的风险。 为了改进智能体的行为，开发者必须理解任务是否成功，以及智能体是如何完成任务的。仅凭成功检查无法解释智能体为何从工具错误中恢复、为何提前停止，或为何需要额外的模型 ...

本内容遵循CC 4.0 BY-SA版权协议 建筑与结构工程正在经历一场“范式迁移”。近期发表在SciOpen平台上的综述文章《Generative AI-driven architectural and structural engineering designs: A review》系统梳理了GAN、VAE、扩散模型和多模态大模型在自动方案生成中的应用。结论很清楚 ...

Many people have likely issued an API key from a management screen because they wanted to connect ChatGPT or Claude to other ...

The LLM generated an answer, and the verifying AI agent returned 'PASS'. However, the necessary documents have not been read yet. Even after adding the documents, the initial PASS remains as is. It is ...

Anthropic calls Haiku its fastest model at standard speeds, while acknowledging that Opus in Fast Mode runs faster. It does ...

OpenAI’s Decisions API enters public beta, returning typed answers about 10x faster at $0.10 per 1M input tokens.

Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills ...

Strands Box is the latest open source AI control tool from the cloud giant; like its predecessors, it promises tighter reins ...

The open-source software golgi automates the full pipeline from segmented nerve images to fiber recruitment predictions, validated against commercial solvers and experimental data.

Anthropic’s move means Google Workspace customers no longer have to choose Gemini simply because it is the AI sitting closest ...