GPT-4

There's no tool for finding an LLM's verbal tics — you have to build one. Here's how keyness analysis works.

A 27B model promises answers without the preamble. Its benchmark is homegrown — and the behavior it targets has a paper trail.

You don't need 10,000 examples to make a model sound like you. The real number is closer to 100 — if the edits are opinionated.

MCP standardized the pipe. It has no opinion about what flows through it — and that's where the hard part lives.