The rise of Micro-Collective AI marks a shift from single, monolithic large language models to distributed swarms...
federated learning
Micro-Foundation Models on Devices are reshaping how we think about AI deployment: by moving tiny, domain-specialized models...
Edge AI is the backbone of smart cities that serve residents without turning neighborhoods into surveillance grids....
Federated City Twins are reshaping how municipalities collaborate on planning, resilience, and service delivery by enabling cities...
The rise of Federated Hospitals—networks that use collaborative edge AI to train models on local electronic health...