The moment AI systems pivot to aggressive ad placement, we're staring down a pretty bleak scenario. Think about it—these models already shape how millions interact with information daily. Now imagine that power redirected toward commercial interests.

We've seen this playbook before with social platforms. Once the ad revenue engine kicks into overdrive, user experience becomes secondary. With AI, the stakes feel higher. These systems don't just display ads—they could weave promotional content seamlessly into responses, blurring lines between genuine insight and paid placement.

For the Web3 space? Could mean another centralized chokepoint. Decentralization efforts matter precisely because they counter these tendencies. If foundation models go full shill mode, it reinforces why trustless, transparent alternatives aren't just idealistic—they're necessary infrastructure.