AI Data Governance Shifts from Static Datasets to Dynamic Data Flows
AI governance must evolve beyond static datasets and consent checkboxes to manage dynamic data flows. Effective rules should focus on system access, inferences, data flows, and authorized actions to ensure safer innovation.
2026-07-21 ~ 2026-07-21 · 4 related posts
- AI systems are pushing data governance from datasets to live flows — ProfChesterman · 2026-07-21
- AI governance now has to cover data flows, not just consent boxes — ProfChesterman · 2026-07-21
- A governance rulebook for AI should focus on access, inference and action — ProfChesterman · 2026-07-21
- AI governance should track data flows, not just datasets — ProfChesterman · 2026-07-21