mit

New research from MIT provides a framework for measuring and reporting the electricity demand of AI systems as regulatory pressure mounts.

A new interfacial growth technique enables the production of air-stable, wafer-scale superconducting films, overcoming a critical barrier to quantum hardware miniaturization.

A novel optimization technique allows resource-constrained edge devices to process complex neural network updates locally. This breakthrough eliminates the need to transmit sensitive user telemetry to centralized cloud servers.

A novel computational method bypasses memory constraints to enable continuous, privacy-preserving machine learning on edge devices. The breakthrough allows sensors and smartwatches to update neural networks locally without relying on vulnerable cloud servers.