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Small Language Models: Why SLMs Power Efficient AI Agents in 2026

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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