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Small Models Are Quietly Taking Over the Easy Work

Most production AI tasks are routine, and a new class of small models handles them at a fraction of the cost. The frontier models are becoming the exception, not the default.

Ahmad J · Sep 2, 2026 · 3 min read

Article · aiDeep read

The Real Cost of AI Is Inference, Not Training

Training a model is a one-time headline number. Inference is the recurring bill that scales with every user, every request, and every reasoning token, and it quietly decides whether an AI product survives. With an interactive calculator for your own numbers.

Ahmad J · Aug 10, 2026 · 9 min read