看到了吗？开启虚拟线程后，QPS 从 320 涨到 3100，翻了近 10 倍！而且响应时间在 2000 并发内都保持稳定，这就是虚拟线程的威力——IO 等待不再阻塞线程，系统吞吐量直接拉满。
Figure 9. Agents reflect provider values.
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行业研究机构Lightcounting数据显示，中际旭创2021年即跻身全球市场份额前两位，与美国企业Coherent并列，市占率均突破10%。
The explanation has two components. First, the specialist doesn't explicitly know the function. Their framework exists as neural connection configurations that produce correct outputs without representing the mapping in consciously accessible form. This isn't mysticism. It's the established characteristic of neural networks, both biological and artificial, that they can approximate immensely complex functions without symbolically representing them. The network "understands" the mapping by producing correct outputs, but the understanding distributes across millions of connection weights, none individually encoding meaningful statements.
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