From the "OpenClaw Bubble" to End-to-End Solutions: How AI Can Avoid Hype Without Substance

去年全民追捧的“小龙虾”，今年热度跌回谷底。商汤首席科学家林达华在峰会现场复盘：泡沫破裂的根源，不是技术不够酷，而是没有端到端解决真实问题。当AI从处理文档走向物理世界，真正的考验才开始——不是能做多炫的演示，而是能不能交付结果。

Last year, the "OpenClaw" craze captured everyone's attention, but this year the hype has largely faded. At a recent summit, SenseTime's Chief Scientist, Lin Dahua, explained why the bubble burst. The issue was never that the technology wasn't impressive; the problem was the lack of end-to-end solutions that addressed real-world challenges. As AI moves from document processing into the physical world, the real test begins: it's no longer about creating flashy demos, but about delivering tangible and reliable results.

商汤科技执行副总裁 首席科学家 林达华

 Lin Dahua, Executive Vice President and Chief Scientist, SenseTime Group Inc.

Last year, the craze was everywhere, especially in China.

全民包括在中国

Everyone was trying to

这个热度特别的高

get on the "OpenClaw" trend.

全民都在装龙虾

But

但是的话

looking back now,

当我们回过头来看的时候

the "OpenClaw" craze

今天大家看这个龙虾的热度

surged dramatically

又回到了一个底部

and then fell just as fast,

基本上经历了一个

returning to the low point

非常急剧地一个上升之后

it sits at today.

又回来

Why did this happen?

那为什么呢

Because

因为大家并没有从

people never received real,

这样的一个龙虾里面

end-to-end value

获得一个端到端

from the craze.

解决自身问题的一个价值

AI is not just about

因为AI并不仅仅是说

automating documents

给我们处理这些工作上的文档

or optimizing workflows.

和这些工作的流程

Its true purpose,

更重要的是

at its core,

我们最终AI的本质

is to

回到我们AI的初心

create intelligent agents

就是构造一个真真正正

that can interact effortlessly

能够跟这个世界自如交互的

with the real world.

一个智能体