The Mirror Principle: Examine the Brief and the Answer
Use the mirror as a writing metaphor: examine your instructions and check the response, without treating AI as a judge of your character.
A response can help you notice missing context or conflicting instructions in a brief. That is the limited sense in which I use the mirror metaphor.
AI is not a psychological diagnostic. An unhelpful response does not establish anything about your character, emotional health or worth. The model can make errors even when your instructions are clear.
Inspect both sides of the conversation
When the result misses the mark, ask two separate questions:
- Did I provide the information and requirements needed for this task?
- Does the response follow those requirements and agree with the evidence?
These questions leave room for both an incomplete brief and a model failure. Neither requires treating the AI as an authority on you.
Make competing requirements visible
Suppose you ask for a warm introduction, a complete technical explanation and a message under fifty words. Those constraints may compete. Ask for the tradeoff to be stated, then decide which requirement matters most.
A useful brief names the audience, the desired action, the available evidence and the limits. If there is information the model must not guess, say how that uncertainty should appear.
For example: “Use only the supplied meeting notes. List decisions separately from suggestions. If an owner or deadline is missing, write ‘not specified.’”
Check claims outside the conversation
An answer sounding coherent is not enough. Compare names, numbers and quotations with the source. For software, run a relevant check. For an unfamiliar claim, find a reliable source or a qualified reviewer.
Asking the same model whether its answer is correct can help reveal issues, but agreement with itself is not independent verification.
Practice
Take a response you found disappointing. Mark each problem as missing context, a conflicting requirement, an unsupported claim or an incorrect result. Revise only the parts of the brief that need revision, then repeat the task and check it again.
Use the conversation to improve the work. Keep your judgment about yourself separate from the quality of a generated answer.