最后，得支持多个agent一起协作，就像一个团队里有个主管负责分任务，其他成员负责执行，大家互相配合完成复杂的工作。
This is the latest iteration of the Magic Keyboard Case, and there are some minor tweaks that weren’t in the original 2020 model. Aside from the aforementioned trackpad that got a size boost, Apple upgraded the palm rest from plastic to aluminum, and it included a function row that makes using your iPad feel more like a MacBook. It features one USB-C port that can be used for power, leaving the tablet’s port available for accessories like add-on storage.
。关于这个话题，新收录的资料提供了深入分析
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Looking at the left side of the diagram, we see stuff enters at the bottom (‘input’ text that has been ‘chunked’ into small bits of text, somewhere between whole words down to individual letters), and then it flows upwards though the model’s Transformer Blocks (here marked as [1, …, L]), and finally, the model spits out the next text ‘chunk’ (which is then itself used in the next round of inferencing). What’s actually happening here during these Transformer blocks is quite the mystery. Figuring it out is actually an entire field of AI, “mechanistic interpretability*”.