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Over the past two years, you’ve probably noticed how often Artificial Intelligence (AI) conversations center on Large Language Models (LLMs). Names like ChatGPT, Claude, and Gemini have become shorthand for what AI can do, and for a good reason. Thes...

Last tuesday i watched my automated support agent burn through $200 in API calls. It answered maybe 40 questions. Most of them were "what's your return policy" variations. The agent worked fine. But i kept thinking about the model underneath. A massi...

Big models are impressive, but the future of many real-world AI systems looks “small-first.” SLMs (8B params and below, or highly distilled versions) are winning where latency, cost, privacy and local execution matter — and smart distillation + PEFT ...

Part I: Redefining the Landscape - Beyond the Hype of Scale Introduction: The Paradigm Shift from "Bigger is Better" to "Fit for Purpose" The artificial intelligence landscape has been dominated by a compelling narrative: bigger is better. The prolif...

Artificial Intelligence has seen an explosion in recent years with the rise of Large Language Models (LLMs) like GPT-4, Claude, Gemini, and LLaMA. These models, often with billions (or even trillions) of parameters, have demonstrated remarkable capab...
