Peer-to-Peer Data Mesh
A decentralized data network that utilizes homomorphic encryption and federated learning to allow users to securely share and analyze data without revealing sensitive information. This allows communities to build resilient systems based on trust and shared knowledge, avoiding the need for centralized control.
Future Scenarios that inspired this product idea
Quantum computing breaks existing encryption, forcing a rapid transition to quantum-resistant cryptography across all industries and governments.
Extrapolated from Microsoft lays off employees in security, experiences and devices, sales, and gaming — separate from performance cuts - Business Insider