Research-Backed Prompt

Assumption Mapping to Detect Hidden Biases

Explicitly surface assumptions before solving problems. Catches hidden wrong assumptions that cause failed plans. Validates key assumptions before proceeding with implementation.

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Problem-Solving & Analysis

Assumption Mapping to Detect Hidden Biases

Explicitly surface assumptions before solving problems. Catches hidden wrong assumptions that cause failed plans. Validates key assumptions before proceeding with implementation.

assumptions

bias-detection

validation

risk-analysis

critical-thinking

Variables

Problem or Decision *

First Assumption *

Second Assumption *

Third Assumption *

Prompt

Before solving , let's map assumptions:

Assumptions I'm making:
1. 
2. 
3. 

For each assumption:
- How confident am I (0-100%)?
- What if it's wrong?
- How would I test it?

Only proceed after validating key assumptions.

Examples

Input

{
  "problem": "Planning our AI features roadmap for Q2 2026",
  "assumption1": "Customers want AI features, not just need them",
  "assumption2": "We can build this faster than competitors",
  "assumption3": "AI features increase retention by 20%+"
}

Sources

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