You don’t always need a new model. Most of the time, you just need better examples.


Large language models aren’t “smart” in the human sense; they’re pattern addicts.
Give them the right patterns in the prompt, and they start behaving like a domain expert you never trained.

This is basically what Few‑Shot In‑Context Learning (ICL) is...