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企业采用AI的最大障碍：懂AI的人不懂业务，懂业务的人不懂AI

企业采用AI的最大障碍：懂AI的人不懂业务，懂业务的人不懂AI

AI创业者和投资人在追踪大模型参数竞赛与算力瓶颈时，一个更基础的问题正在拖慢企业级AI落地——技术团队难以理解行业痛点，业务部门又缺乏足够的技术素养，导致大量AI项目停留在“技术演示”阶段而无法真正创造商业价值。这一观点来自行业观察者Zara Zhang在X平台上的公开讨论，目前已被超过17.4K次浏览关注。

This was due to a heroic effort by many people at Anthropic working sometimes literally around the clock It was not at all clear that we’d be able to do this in time, and so proud of everyone who made it happen. Enjoy…

This was due to a heroic effort by many people at Anthropic working sometimes literally around the clock It was not at all clear that we'd be able to do this in time, and so proud of everyone who made it happen. Enjoy...

Anthropic 宣布其新模型 Claude Fable 5 将于 2026 年 7 月 20 日纳入 Max 和 Team Premium 计划，并以 50% 配额形式提供。由于需求激增和交付压力，内部团队曾“几乎昼夜不休”地赶工完成上线。

The term “AGI” has aged very poorly. AI can’t possibly me more different from human intelligence. It’s *far better* than human intelligence, for most economically-relevant tasks. But that doesn’t make AIs better than…

The term "AGI" has aged very poorly. AI can't possibly me more different from human intelligence. It's *far better* than human intelligence, for most economically-relevant tasks. But that doesn't make AIs better than...

Vercel CEO Guillermo Rauch 在 2026 年 7 月发布了一条引发讨论的观点：AI 在经济相关任务上远超人类，“AGI（通用人工智能）”这个术语已经过时，更准确的说法是“超级智能”。但他同时强调，AI 无法替代人类的独特性、关怀能力与创造性写作——尤其在社交媒体和产品文案中，AI 生…

If you thought the value of the AI ecosystem was going to only accrue to a few companies, the past few months have represented a turning point in what the future of AI might look like. It’s clear that there’s going to…

If you thought the value of the AI ecosystem was going to only accrue to a few companies, the past few months have represented a turning point in what the future of AI might look like. It's clear that there's going to...

Box CEO Aaron Levie 在2026年7月18日发帖指出，AI行业的价值并未仅被少数前沿实验室独占，一个由企业应用、垂直模型、新基础设施和服务商构成的多元生态系统正在成形，过去几个月是这一趋势的转折点。

people hating on europe miss that they actually have some of the top ai engineers in the world if you actually to elicit the right ones. we’re basically running the most competitive global arena for ai talent (as meas…

people hating on europe miss that they actually have some of the top ai engineers in the world if you actually to elicit the right ones. we're basically running the most competitive global arena for ai talent (as meas...

Swyx 在 X 上指出，批评欧洲AI实力的人忽略了当地拥有世界顶级AI工程师的事实，而他正在组织一个全球最激烈的AI人才竞技场（以演讲和研讨会衡量），随着工作签证（WF）进入评估窗口，这场竞赛的结果值得关注。

My 8-year-old and I built a @ChatGPTapp Site to help her learn the multiplication tables. She loves animals, so we: → Used ChatGPT Images to generate the UI and characters → Added some awesome music → Even added a tim…

My 8-year-old and I built a @ChatGPTapp Site to help her learn the multiplication tables. She loves animals, so we: → Used ChatGPT Images to generate the UI and characters → Added some awesome music → Even added a tim...

一位父亲与8岁女儿共同使用ChatGPT的“ChatGPT Sites”功能，创建了一个乘法表学习网站，全程不写代码，仅靠对话式AI完成UI设计、角色生成和游戏机制开发。这一案例展示了ChatGPT从“对话工具”向“应用生产平台”的进化，以及对非技术用户的普及意义。

Everyone should develop their “personal eval set” for AI models: a few tasks that are actually relevant to your day-to-day work/life The industry benchmarks help but they might not reflect what will make it actually u…

Everyone should develop their "personal eval set" for AI models: a few tasks that are actually relevant to your day-to-day work/life The industry benchmarks help but they might not reflect what will make it actually u...

Zara Zhang 在 X 上提出，每个人都应为 AI 模型开发自己的“个人评估集”——一组与日常工作生活真正相关的任务，而非仅依赖行业基准。这一观点强调，用户通过主动测试模型边界，才能发现其实际可用性，而非盲目相信排行榜。