Tag: ai
5 posts tagged “ai”.
Why Small Language Models Are Quietly Winning
The frontier models get the headlines; the 1–8B models get the deployments. Distillation, quantization, routing, and the economics that make small models the default for real products.
The Frontier LLM Field Guide I Actually Use
GPT, Claude, Gemini, and the open-weight challengers — how the leading models differ in practice, and how to pick one for real work instead of for a benchmark.
Running a Useful LLM on Your Own Laptop
A practical guide to local models in 2026: what runs on ordinary hardware, what the tradeoffs really are, and when local beats the cloud.
Teaching Your Agent to Say 'I Don't Know'
The most valuable behavior in an agentic system is not intelligence — it is the ability to stop, admit uncertainty, and ask for help before doing damage.
The Boring Truth About Agentic AI
Most agent demos are choreography. The agents that actually earn their keep look less like movie robots and more like a diligent junior employee with a checklist.