Qualcomm says edge AI faces power, cost, and scale hurdles

Qualcomm says edge AI is constrained by tighter power and cooling limits in phones, cars, and other devices than in data centers. The company is working to cut the energy cost of on-device computing.

• Edge AI is limited by power and cooling more than data center servers
• Constraints affect smartphones, cars, and other devices
• Qualcomm is working to cut energy cost of edge computing
• Cost and scalability are named as hurdles alongside power