Darren LI

Our extensive test over 25 LLMs (including APIs and open-sourced models) shows that, while top commercial LLMs present a strong ability of acting as agents in complex environments, there is a significant disparity in performance between them and open-sourced competitors.

自动驾驶汽车公司尝试过这种方法,但尚未完全成功。许多自动驾驶汽车公司,比如特斯拉,尝试通过在大量数据上训练这样一个端到端的大模型来实现5级自动驾驶,他们拥有训练模型所需的资源,资金和数据。特别是特斯拉在实际部署的10几万辆汽车中,不断收集并注释数据。尽管如此,特斯拉迄今尚未能生产出5级自动驾驶系统。这并不是说他们的方法根本不起作用,它能够处理大量驾驶情况,然而,它远未达到99.X%的可靠性。

Even if my task is only a sentence or two long the entirety of the data being sent to AI is 40,000 to 75,000 tokens (a mini book).

The bottleneck is on the supply side. We did not anticipate the extent to which end user demand would outstrip GPU supply. The bottleneck to many companies’ growth quickly became not customer demand but access to the latest GPUs from Nvidia. Long wait times became the norm, and a simple business model emerged: pay a subscription fee to skip the

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个人AI计算机(PAIC,Personal Autonomous Intelligence Computer)的合理性即基于此。它的使命,是为了打破互联网里大公司对于数据的垄断,让个人用户、小微企业用户有能力利用数据创造价值,最终实现AI互联网,极大的提高人类之间的沟通、协同的效率。

Shein doesn’t have a style. It doesn’t try to impose its taste on global consumers. It doesn’t even have its own taste. It’s a mirror that reflects each country’s current style back to it, in real-time, based on data alone. Remaining generic, storyless, and nationless allows it to project whichever image is needed in the moment on its loose army of... See more