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Small Language Models: Why SLMs Power Efficient AI Agents in 2026
Tags : agentic AIAI agentsAI inference costedge AIheterogeneous AI systemslocal AIMicrosoft Phimodel efficiencymodel fine-tuningNVIDIA researchon-device AIPhi-4SLMssmall language modelsSmolLM
For most of the last few years, building an AI agent meant wiring everything to the largest, most capable model available. That instinct is now being questioned. A growing body of research argues that for the repetitive, narrow tasks agents actually perform, a smaller model is not just adequate but often the better engineering choice…
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