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AI Chronicles
KoombeaAI
42 episodes
5 days ago
Welcome to AI Chronicles. Where innovation meets intelligence. In this podcast, we explore the cutting-edge world of AI, uncovering trends, strategies, and real-world applications that are transforming industries. Brought to you by Koombea, a trusted leader in custom software and AI development, our series is designed to inspire, educate, and empower businesses looking to harness the power of AI. Though the voices you hear are AI-generated, the insights are real and delivered by our expert team. If you’re ready to elevate your business with AI, reach out to us. Let’s build the future together
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Technology
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All content for AI Chronicles is the property of KoombeaAI and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Welcome to AI Chronicles. Where innovation meets intelligence. In this podcast, we explore the cutting-edge world of AI, uncovering trends, strategies, and real-world applications that are transforming industries. Brought to you by Koombea, a trusted leader in custom software and AI development, our series is designed to inspire, educate, and empower businesses looking to harness the power of AI. Though the voices you hear are AI-generated, the insights are real and delivered by our expert team. If you’re ready to elevate your business with AI, reach out to us. Let’s build the future together
Show more...
Technology
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SLM-First Architecture: Model Routing for Cost, Latency, and Control
AI Chronicles
13 minutes 19 seconds
1 month ago
SLM-First Architecture: Model Routing for Cost, Latency, and Control

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.

AI Chronicles
Welcome to AI Chronicles. Where innovation meets intelligence. In this podcast, we explore the cutting-edge world of AI, uncovering trends, strategies, and real-world applications that are transforming industries. Brought to you by Koombea, a trusted leader in custom software and AI development, our series is designed to inspire, educate, and empower businesses looking to harness the power of AI. Though the voices you hear are AI-generated, the insights are real and delivered by our expert team. If you’re ready to elevate your business with AI, reach out to us. Let’s build the future together