AI Chronicles podcast

SLM-First Architecture: Model Routing for Cost, Latency, and Control

20/11/2025
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13:19
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Are massive language models overkill for simple AI tasks?

In this episode, we explore the SLM-First architecture—a smarter, cost-effective approach that routes most queries to small, specialized models (SLMs), and only escalates to larger LLMs when necessary.


What You’ll Learn:
✅ Why using giant LLMs for every task is expensive and inefficient
✅ How SLMs reduce latency, cost, and environmental impact
✅ When and why to escalate to larger models
✅ The tools, strategies, and guardrails that make SLM-first practical today
✅ Real-world savings, performance metrics, and governance benefits

Whether you're building enterprise AI apps or scaling internal tools, this episode breaks down how to do more with less—without compromising quality.

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