Mathematics student • Future researcher • Builder

The most useful AI prompts in my workflow are not answer-seeking prompts. They are pressure-test prompts: “What is missing?”, “What could break?”, “What assumption is hidden?”

This mode keeps me responsible for final judgment while still benefiting from fast alternative perspectives.

For research or technical writing, I treat AI output as draft material. It can suggest structure, but it should not replace mathematical accountability.