# The Good, Bad, and Ugly of Circular AI Deals

AI companies are increasingly engaging in circular deals where they trade services, data, or access with each other, effectively commodifying intelligence and inflating market valuations. This practice risks creating distorted market signals and undermining genuine innovation. Understanding these dynamics is important for investors and regulators monitoring the AI industry's health.

**Importance:** 3/5

## Sources

### Technology
- [Hacker News](https://www.emergingtrajectories.com/lh/commodification-and-circularity/) — Wed, 29 Jul 2026 18:57:10 +0000