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Physix Frontier · News Briefing Card (IT Home · Oct 18, 2026)

Qualcomm's Meng Pu: On-Device AI Grows, Agents Drive Cloud-Edge Synergy

KEY FACTS

  • On October 18, Meng Pu delivered a speech at the Shenyang AI-Enabled Industry Development Conference.
  • Meng Pu said AI development will move toward cloud-edge collaboration, with on-device AI playing a growing role.
  • Meng Pu stated that agentic AI is accelerating this trend, shifting the computing experience to be agent-centric.
  • Amon previously revealed that an AI company asked Qualcomm to launch a mobile platform supporting 100B-parameter on-device models by 2028.
  • Amon believes AI agents will push smartphones into a new supercycle.

KEY DATA

100BOn-device model parameter requirement
2028Year platform required to launch

PHYSIX OBSERVATION

Qualcomm is pitching cloud-edge collaboration and agents as its next-stage selling point, but running a 100B model locally on a phone is a hard battle on memory, power, and thermals. The 2028 timing looks more like a countdown for the supply chain: chips, models, and devices must all keep pace, otherwise the supercycle is just a story on paper.

Source: IT Home report