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Agents will also need CPU plus acceleration to run on edge devices, said Ambarella’s Muneyb Minhazuddin.

ADATA Technology said it will present a cloud-to-edge artificial intelligence ecosystem at COMPUTEX 2026, bringing together its enterprise storage brand TRUSTA, ADATA Industrial, gaming brand XPG, and AIoT unit ATrack to showcase hardware and software integrations across data centers, PCs, and edge devices. The company announced partnerships and cross-domain integrations with Nvidia, Intel, Advant

Agentic AI on edge devices will require hardware-aware design from the start, according to Meta's Vikas Chandra, a keynote speaker at the Embedded Vision Summit.