Question 1

Why do some people get 10x better results from the same AI tools?

Accepted Answer

Because the output you get depends as much on how you ask as on the model itself: in an MIT-affiliated experiment, about half the improvement from switching to a better image model came from users adapting their prompts, not from the model. Power users treat AI like a smart new hire: they give it background, examples and clear success criteria, then iterate on the answer instead of accepting the first draft. The good news is this is a learnable communication habit, not a technical skill.

Question 2

What are the 5 prompting techniques worth learning (and the ones that are outdated)?

Accepted Answer

The techniques that still pay off: give the AI the context a smart new colleague would need, show it examples of good output (Anthropic suggests 3 to 5), break big tasks into steps, say exactly what format and style you want, and iterate. The scaffolding has changed. Current models reason on their own, so Anthropic finds a general 'think thoroughly' often beats a hand-written step-by-step plan, and it advises softening all-caps 'CRITICAL: you MUST' language. OpenAI says GPT-6 follows long instructions well but is sensitive to unclear or conflicting ones, so cut contradictions. A one-sentence role still helps set tone.

Question 3

How do I give AI the right context about my business (projects, custom instructions, memory)?

Accepted Answer

Stop re-explaining your company in every chat: write a one-page brief (what you sell, who your customers are, your tone, your goals) and put it where the AI can always see it. In ChatGPT that means custom instructions plus a Project with your key docs, and a Project can now also take Google Drive folders and Slack channels as sources. In Claude, a Project with its knowledge base works the same way, and each project keeps its own memory. Memory picks up preferences over time. Once the context lives in the tool instead of in your prompts, every answer starts from 'knows my business' instead of 'generic advice'.

How founders use AI for Prompting

The questions