| Premature launch assumptions | A project exists or is visible, but has not been approved as a live raise |
| Autonomy overstatement | The agent is described as more autonomous than it actually is |
| Launcher opacity | The responsible founder or company behind the agent is unclear |
| Economics misread | Investors misunderstand soft cap, hard cap, refunds, or the 30-day lockup |
| Interface-state mismatch | A surface shows stale or incomplete information relative to contract state |
| Category risk | AAOs are still an emerging organizational form and should be read with appropriate caution |