Why efficient AI models will become more important
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AI systems need computing power, memory, and energy. By 2026, efficiency will be as important as model size.
Smaller, more targeted models
A specialized model can be faster and less expensive than a general-purpose system. Quantization and optimization adapt power to the task.
The role of edge AI
Edge AI processes certain data close to the user or device. This can reduce latency and improve privacy.
Reference: IBM Think, hardware efficiency and AI models.