Engineers inside Meta’s new AI unit are frustrated with the organization’s structure and working conditions.

The story matters because AI competition is often framed around talent, compute, and model releases. But internal coordination can become a bottleneck when companies reorganize quickly around frontier AI goals.

Meta has the resources to compete aggressively. The question is whether its AI teams can turn urgency into execution without burning out the people expected to deliver it.