GPAI: ONE UNIQUE USE #007
The Reversibility Mapper
Not every decision deserves the same amount of time, evidence or caution.
Some decisions can be tested, corrected or reversed with limited loss.
Others create commitments that are expensive, disruptive or impossible to undo.
Before making a decision, ask GPAI:
“Break this decision into its components. Classify each as easily reversible, costly to reverse or effectively irreversible. Explain the consequences of being wrong and suggest how we can test the reversible parts first.”
GPAI can help identify:
• decisions suitable for experimentation
• commitments requiring deeper scrutiny
• hidden switching costs
• contractual or technical lock-in
• effects on people and reputation
• conditions that should trigger withdrawal
• smaller trials before full implementation
For example, adopting an AI tool for a four-week pilot may be reversible.
Building critical workflows around it, transferring sensitive data and signing a long-term contract may not be.
These should not be treated as one decision.
They should be separated and judged differently.
GPAI does not determine what level of risk is acceptable.
It helps reveal where flexibility exists—and where it disappears.
Unique use: Mapping which parts of a decision can be reversed before commitment.
Human role: Judge the consequences, protect stakeholders and decide when sufficient evidence exists to proceed.
Value: Move quickly where recovery is possible. Move carefully where consequences endure.
One general intelligence.
One specific possibility.
AI YING — Accomplishing with AI
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