Apple unveils next-generation chip architecture for AI workloads

The company said the new architecture pairs high-bandwidth memory with on-device AI accelerators designed for inference at the edge.

Industry observers expect the chips to appear in next-generation laptops and data-center inference cards within two product cycles.

Competitors are expected to announce rival designs at upcoming developer conferences, intensifying the race for AI silicon leadership.