📄 98 — Gradient of Certainty
Definition
Expressing beliefs along a spectrum of confidence rather than binary true/false judgments.
When to Use
• Forecasting • Decision‑making • Scientific reasoning • Risk assessment
How It Improves Reasoning
It reduces overconfidence and encourages probabilistic thinking.
Steps
- State belief.
- Assign confidence level.
- Update as evidence changes.
- Communicate uncertainty clearly.
Example
“I’m 70% confident this strategy will work.”
Prompts
• “Assign confidence levels to these beliefs.” • “Express this reasoning with uncertainty.”