API 调用的爆发和 B 端定制服务的增长，让 AI 企业的营收模式从单一的“融资烧钱补贴”转向了“多元变现”。这是催生资本市场对 AI 重新估值的基本盘。
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In 1992, in a small shop in British Columbia, a sign maker named Blair Gran stared at a wall full of half-finished jobs and felt something click. Sign-making was treated like a commodity — orders in, banners out — but as thousands of signs came through his shop, he couldn’t help but notice the difference between the good ones and the bad ones. He could see that every sign that left his shop was either helping a business get noticed, or letting it disappear in plain sight.
If AI takes over the coding, that layer of knowledge disappears. Not just for the user, but for the software engineers themselves. The product becomes a black box. And yes, perhaps new craftsmanship emerges in directing the AI agent, but that doesn't build the same deep knowledge of what you're actually making.
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