Anthropic lobbied hard to water down the bill, attempted to kill it, and only performed better than other AI companies due to internal pressure.[1]
This heuristic can be illustrated by the following design. Let’s say we have an application that generates a report, compresses it with zip, and saves it to the disk. With this heuristic in mind, we wouldn’t want the report generation to depend on the zip algorithm. A change from zip to LZMA algorithm shouldn’t affect the report generation. Likewise, the compression module shouldn’t depend on the file storage module. If we follow that heuristic, we will be able to change file storage to network storage without affecting compression or the report module. (By the way, this design might not be ideal, for instance, these tasks are too small to be modules, but I hope it conveys the meaning of this heuristic).。搜狗输入法下载对此有专业解读
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The key word here is "naturally." AI models have learned to recognize and discount obvious spam, self-promotion, and link-dropping. Simply posting your URL in relevant threads won't help and might actually hurt if it generates negative reactions or gets flagged as spam. Instead, you need to participate genuinely in communities where your expertise is relevant, providing real value in discussions and mentioning your content only when it truly addresses someone's question or adds to the conversation.