标签： 大模型

一家 AI 陪伴公司的自慰顾问全盘揭秘

一家 AI 陪伴公司的自慰顾问全盘揭秘

AI 陪伴平台 Joi AI 邀请伦敦国王学院讲师 Chloé Locatelli 担任“自慰顾问”，她以研究者身份创建并使用了 AI 角色，同时推动一项为期两年、尚待伦理审批的用户访谈研究。这起合作把“AI 伴侣到底如何影响亲密行为”从媒体恐慌拉回到可验证的实证研究上。

借助会话追踪与成本控制排查 AI 智能体故障

借助会话追踪与成本控制排查 AI 智能体故障

StackGen 首席工程师 Sabith K Soopy 在 8 月 4 日发布的 CNCF 博文中，分享了用会话追踪（Langfuse）和成本控制来排查 AI 智能体故障的生产经验——智能体反复调用错误工具时往往不会触发传统可用性告警，需要专门的观测手段才能定位问题。

I was not expecting things to go this way, but I think MCPs are better than CLIs for most integrations. The models have gotten much better at tool calling, we can defer tools & MCP is now stateless. If you need to…

I was not expecting things to go this way, but I think MCPs are better than CLIs for most integrations. The models have gotten much better at tool calling, we can defer tools & MCP is now stateless. If you need to...

开发者 Thariq 在 X 上提出一个与主流预期相反的观点：随着大模型工具调用能力提升、工具可以延迟加载、MCP 协议转向无状态，MCP 在多数集成场景中已经比 CLI 更合适。这值得关注，因为它触及 AI 应用接入外部工具的标准路线之争。

The Grok @bot team asked me if I had any advice for solopreneurs. I’ve only been doing this full time for three months, but my advice is to design your business so you can spend more time doing work you actually enjoy…

The Grok @bot team asked me if I had any advice for solopreneurs. I’ve only been doing this full time for three months, but my advice is to design your business so you can spend more time doing work you actually enjoy...

独立开发者 Peter Yang 在参与 Grok @bot 团队的一场直播活动时，被问到对“一人公司”（solopreneur）的建议，他给出的答案不是如何多赚钱，而是把业务设计成能让自己多花时间做真正喜欢的事，把无聊工作交给 AI bot 处理。