企业需要自主掌控AI模型以保护敏感数据

原话 · @Anonymous

It's becoming more clear that for big enterprises to really adopt AI, they need to use open models. Especially if they want to own their own intelligence, which they should. I spent the last 2 days building basic AI agents to automate some mundane supply chain workflows for a large company. Those seemingly boring workflows had bank statements, supplier IDs and other sensitive information. For me it was all alarm bells, there is no way they can afford to give closed models access to this data. I was compelled to figure out an open model based solution for them, which made me realize that this is probably the only way for enterprises going forward.

原话 · @Anonymous

I’m super uncomfortable with the idea of a single company or country holding all the cards when it comes to AI. So from that perspective I welcome the Chinese models. Additionally, the big labs’ formulation of AI as a US-vs-China national security issue is very convenient for keeping those pesky regulations at bay, and for ensuring the AI financial bubble doesn’t pop before everyone can unload in an IPO first. Both of these offend my sense of fair play. The Chinese labs aren’t just putting models out there, they’re publishing and sharing their research and innovation too. That’s just a better way of doing science and contributing to the development of the whole field.

原话 · @Anonymous

DeepSeek and Qwen set a floor American open-weight models can't match without subsidy or a different cost structure, and that price/performance ratio drives adoption more than benchmarks.