Child Safety Governance Pushes AI Risk Controls Down to the Data Layer

A Forbes Tech Council piece argues that child safety in AI systems has to start at the data layer rather than at the interface or policy layer alone. Its central claim is that privacy and safety protections for children depend on stronger data governance across collection, use, and access.