Start from the real task
Influence operations, AI debates, behavior detection, and coordinated activity show that AI governance must examine accounts and distribution patterns.
Community, comment, and content products need abnormal-account, repeated-behavior, source transparency, and human-review systems.
A case is not yet a market
The signal matters when it clarifies a real service task, deliverable, and acceptance rule, not when it only shows a demo.
Check the delivery boundary
- Track high-risk patterns: bulk posts, repeated phrasing, unusual resharing, unknown-source accounts, and cross-platform synchronization
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Single-post review can miss coordinated AI activity. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.