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Shift from Large Language Models to Small Language Models in AI

Shift from Large Language Models to Small Language Models in AI

First seen 17 Jan 2026, 18:02 UTC • •

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ThreatCluster AI
ThreatCluster •March 12, 2026 at 13:27 UTC

The tech industry is experiencing a shift away from large language models (LLMs) due to high inference costs and diminishing returns. The focus is moving towards Agentic AI powered by specialized Small Language Models (SLMs), which are seen as more efficient and cost-effective. This change is likened to transitioning from employing a single expensive expert to operating a streamlined digital factory.

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