> For the complete documentation index, see [llms.txt](https://docs.kai.now/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.kai.now/problem.md).

# Problem

The AI economy is exploding. Yet the users who generate its most valuable insights receive none of the upside:

| Real‑world Example                        | Status Quo           | Result              |
| ----------------------------------------- | -------------------- | ------------------- |
| Developer finds a jailbreak               | Reports it for free  | Model owner profits |
| Artist perfects a multi‑model style chain | Posts on X for likes | No royalties        |
| Researcher invents a reasoning method     | Publishes openly     | Monetized by others |

Meanwhile, AI companies spend millions on internal testing, while leveraging unpaid user behavior as their primary R\&D source. This is not just inefficient—it’s extractive.


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