Small Language Models vs Large Language Models: When Smaller Actually Wins for Your Product
Small language models keep beating large ones on narrow, focused tasks. Here is when smaller is actually the right pick for your product.
The 3 levels of "industry-trained AI" being sold today, how to tell which one you are being pitched, and when to buy versus build.
7 Admin Workflows That Cut Staff Hours Without Touching the Classroom
How to Pick Between Llama, Mistral, Qwen, GPT, Claude, and Gemini for a Custom Build
6 Places to Start (And 3 That Waste Money)
Small language models keep beating large ones on narrow, focused tasks. Here is when smaller is actually the right pick for your product.
The 3 kinds of AI backbone your product can build on, when each is honest, and how to pick before the fine-tuning invoice arrives.
The 8 AI workflows that are already saving education institutions real time, the 3 that are still oversold, and how to tell which category any pitch falls into.
7 manufacturing AI workflows deliver reliably in 2026 at mid-sized scale. 3 are not ready yet and will waste effort. The split, the patterns that work, and the setup that connects MES/ERP to the AI layer.
Building AI is the easy part. The 5-dimension framework of continuous improvement is the part that prevents silent decay and turns the original AI investment into a compounding advantage.
One article a fortnight. No fluff, no product pitches — just substantive thinking on building vertical software that works in the real world.