Federated Learning Firewall

A state-controlled infrastructure that intercepts browser-level federated learning requests, filtering data and algorithms to ensure alignment with national security and social values. An AI-powered proxy service that silently enforces approved data usage policies and inhibits the proliferation of what authorities deem 'dangerous' or 'misleading' AI.

Future Scenarios that inspired this product idea

Browsers will use federated learning to train AI models on user data without directly accessing the data itself, enhancing privacy.

Extrapolated from Redesigning UI/UX so AI can use software - Ghost.io