AI

Clear explanations of language models, search, and common failure modes.

These articles are meant to be worth reading on their own. When a SmartKitio guide or tool helps you apply the idea, you will find links nearby.

From ranked links to retrieved-and-synthesized answers—what improves, what breaks, and how to keep sources visible in your workflow.

7 min read · 2026-10-04

From training data and tokenization through transformers, attention, and inference—what “next-token prediction” really means under the hood.

9 min read · 2026-10-04

Confident false details are a predictable outcome of fluent next-token generation—not a random glitch—and you can design workflows that catch them.

7 min read · 2026-10-04