从演示到落地:企业 AI 的最后一公里 From Demo to Deployment: The Last Mile of Enterprise AI

AI 素养是一个练习问题,而非内容问题。一场关于如何让企业 AI 走完“最后一公里”的公开讲座。 AI literacy is a practice problem, not a content problem. A public lecture on how enterprises finally close the last mile of AI. --- ## 活动详情 / About This Event 人人都在谈 AI,但真正拉开差距的,不是知道多少工具,而是能用它交付什么。对企业而言,这个差距尤其昂贵——大量 AI 投入停留在试点和演示阶段,始终走不完从演示到落地的最后一公里,无法转化为可衡量的业务成果。 本场讲座从一个核心观点出发:AI 素养是一个练习问题,而非内容问题。它无法靠看教程或拿证书获得,只能通过做出真实成果来建立——一个能跑通的原型、一套解决实际问题的工作流、一份可复用的落地方案。 主讲人将结合在哈佛及多城市 AI 教育项目、企业 AI 论坛与创始人工作坊中积累的一线经验,拆解企业在推动 AI 转型时最常见的误区,并给出一套可立即上手的实践路径。无论你希望提升团队产出效率,还是要在组织内系统性地推动 AI 落地,都能带走清晰的下一步行动。 Everyone is talking about AI. But what actually separates winners from the rest is not how many tools you know — it is what you can deliver with them. For enterprises, that gap is expensive: most AI investment stalls at the pilot-and-demo stage, never crosses the last mile into production, and never turns into measurable business results. This lecture starts from one core idea: AI literacy is a practice problem, not a content problem. You cannot acquire it by watching tutorials or collecting certificates — only by producing real work: a prototype that…