M7 · The Human–AI Dual-Brain Method (AQ→FQ→FB→IT)
In M6 you learned to write an interpretation on your own. But solo writing has a ceiling — you do not know what you do not know. This module is not about "how to ask AI" (anyone can do that); it is about how to make AI's answers genuinely become your judgement — that is the difference between a "dual brain" and a "chat".
Where the Dual Brain Sits
| Role | Position and strengths |
|---|---|
| The human inner brain | Three responsibilities: the direction of the questions, judging true from false, and landing and integration — you keep the judgement and the final choice |
| The AI outer brain | Three strengths: all-dimension retrieval, structured output, and tirelessness — a cognitive outer brain, not an answer machine |
Collaborative effectiveness = the two sides' levels multiplied; a weak link drags the whole down. AI is replacing low-end measurement, and "interpreters who use AI" are replacing "those who do not" — this module is the industry's watershed.
The Four-Step Method
- 1AQ — ask clearly: the three elements of a good question are giving enough structural background, focusing on a single question, and stating the purpose; the bad-question list is vague questions, chained questions, and questions with no background
- 2FQ — two-layer follow-up: the first layer asks for grounds ("which data is this judgement based on"), the second asks for boundaries ("under what circumstances would it not hold"); an empty "tell me more" does not count as a follow-up
- 3FB — adopt or doubt: mark each point of the AI's answer as adopted or doubted, and write down the reason
- 4IT — revise and integrate: merge the feedback back into your own interpretation draft, marking the source at each change
Common Failure Modes
- Copying the AI wholesale — the inner brain is absent, judgement is outsourced
- Trusting none of it — the outer brain is wasted, collaboration is zero
- Stopping at a shallow question — no follow-up, no deeper grounds
- Ignoring low-confidence answers — you should ask the AI to explain its grounds and cross-verify (guarding against hallucination)
Module Information and Practice
- Class hours: 2 (knowledge walkthrough + quiz + a four-step method practice task)
- Prerequisites: M6
- The practice is completed inside the AI Destiny Analysis System: hold one complete four-step method conversation with the AI teaching assistant and archive it (all four stages present + a complete audit trail)
After this module, complete the exercises
This module's quiz, assignment grading, and practice tasks run inside the AI Destiny Analysis System (practice requires a profile; data is isolated per profile). Registration includes a free trial allowance.