Context is a control, not decoration
Provide task context that improves output quality while minimizing unnecessary sensitive detail.
The reframe: context is how you control the model's trade-offs. Generic prompts create generic judgment. If you ask for an apology, a plan, or a recommendation without context, the model invents the situation around the request. That is why professional AI use starts with the decision environment: who will read this, what is at stake, what information counts, what cannot be promised, and what format will make the output usable. Give the context that changes the answer Useful context includes audience, deadline, risk level, source material, business constraints, and the current decision stage. If the same answer would be acceptable…
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