Output you can paste straight into your work

Stop reformatting AI output by hand Most of the time people lose with AI is spent tidying the answer: splitting prose into rows, renaming headings, cutting the preamble. All of that is avoidable — ask for the shape you actually need. Name the shape exactly A table — name the columns, in order: “a markdown […]

When the same prompt gives different answers

Variation is the design, not a fault Run the same prompt twice and you will often get two different answers. People assume something is broken. Nothing is: generation involves deliberate randomness, which is what makes the output feel natural rather than robotic. The practical question is whether that variation matters for your task — and […]

Knowing when you have outgrown the chat window

Four signs it is time for something more than a chat box Working in the chat interface is right for most people most of the time. But there is a point where it stops being the efficient choice, and recognising it early saves a great deal of tedium. You are pasting the same prompt more […]