Thank you for your thoughtful response. Your point is well taken, but I think this argument is fair for software capabilities but humans are the limiting factor and require interfaces that represent the capabilities well. The current prevailing narrative also puts a lot of weight on “single player mode” tooling which I believe to be a very small aperture of consumer product category, especially if you move further away from “productivity”. //
@dante326: 软件本质上是个人和组织的能力对外界的编码和接口。他/他们能提供什么样的能力,就会提供什么样的 GUI、API,以及相应的产品和服务。
这里容易混淆两个问题:软件的功能会不会继续存在,和这些功能是不是以独立的软件形式来提供。功能不会消失,但相当一部分应用层的能力会被模型层吸收,剩下的应用会分化。模型每原生化一种能力,实际上都在重新划一次模型层与应用层的边界。
所以我不太同意把你的中国同行更愿意投大模型的现象,简单归因于跟风、懒于思考、共识或者资产安全。我相信其中有相当一部分人是真的高度看好大模型,也有一部分人已经预判到,模型能力继续扩张后,会吸收一部分软件能力,同时分化剩余的软件。
反过来,投资 Manus,在我看来反而可能是过于重视大模型阶段性的能力和形态而做出的阶段性判断——当然我能理解没有人能准确预见未来。今天很多独立 Agent 产品的价值,本身就建立在模型当前还不能原生完成规划、工具调用、计算机操作、长期上下文和复杂任务执行之上。如果这些能力继续被模型吸收,Manus 当前建立在这些能力缺口上的产品价值也会被一起吸收。最后还是要看,它有哪些能力和资源,在模型继续进化以后仍然可以独立存在。
Software is essentially the way individuals and organizations encode their capabilities and expose them to the outside world. Whatever capabilities they have will be expressed through corresponding GUIs, APIs, products, and services.
I think two questions are easily conflated here: whether the functions of software will continue to exist, and whether those functions still need to be delivered through standalone software. The functions won’t disappear, but a significant part of what sits in the application layer will be absorbed into the model layer, while the applications that remain will split into different forms. Every time a model turns another capability into a native capability, it redraws the boundary between the model layer and the application layer.
So I don’t quite agree with attributing your Chinese peers’ preference for investing in foundation models simply to following the crowd, intellectual laziness, consensus-seeking, or capital preservation. I believe a meaningful share of them genuinely have very high conviction in foundation models. Some may also have anticipated that, as model capabilities keep expanding, models will absorb part of what software does today and force the rest of the software layer to reorganize.
Conversely, investing in Manus strikes me as a decision that may have placed too much weight on the current-stage capabilities and product form of foundation models — though of course I understand that no one can predict the future accurately. Much of the value of today’s standalone Agent products exists precisely because models still cannot natively handle planning, tool use, computer use, long-term context, and complex task execution well enough. If those capabilities continue to be absorbed into the model itself, the part of Manus’s current product value that is built around those capability gaps will be absorbed as well. What ultimately matters is what capabilities and resources it has that can still exist independently as the models continue to evolve.