当企业追求极致的商业规模与营收变现时，“模型即产品”的学术极客理想，注定会与大厂的流水线 KPI 发生激烈碰撞。林俊旸这种纯粹的“技术理想主义者”，在追求体系化、工业化运作的商业巨头内部，最终不可避免地走向了另一种人生选择。
The public outcry has been growing. The open-source app DeFlock.org recently launched to track the location of more than 77,000 AI license-plate readers across the country, with the app’s creators arguing the scanners have create a detailed “location history” of ordinary residents, leading to racial profiling and potential stalking by officers. The Flock spokesperson said the technology just shows a license plate at one location at a single point and place in time.
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Let’s start by defining a couple types. First, our value type: