CF Dictionary · Decision Making
Breakpoint
A point on a quantitative spectrum where an incremental change makes a qualitative difference. CF's key qualitative concept.
A breakpoint is a point on a quantitative spectrum where an incremental change in quantity makes a qualitative difference. "Enough food to not be hungry" is a breakpoint on the food-quantity spectrum. "Small enough to fit through the door" is a breakpoint on the size spectrum.
Why breakpoints matter
CF treats breakpoints as the central qualitative concept in decision-making. They:
- Turn analog factors into discrete categories. Above or below the breakpoint.
- Define success and failure for a factor. Pass or fail.
- Are sparse. Most quantitative values are not breakpoints.
- Enable binary-evaluation. Pass/fail is a binary state at each breakpoint.
Breakpoints in practice
- Single breakpoint. A simple pass/fail.
- Multiple breakpoints. Several thresholds for several goals.
- Margins of error. Breakpoints aren't infinitely sharp; you need to know the margin.
Common breakpoints
- "Big enough to be useful."
- "Small enough to fit."
- "Cheap enough to afford."
- "Fast enough to meet the deadline."
- "Healthy enough to live."
- "Reliable enough for the task."
How to find breakpoints
- Ask: "What would failure look like?" The breakpoint is the threshold.
- Consider multiple goals. Each goal has its own breakpoint.
- Look for conceptual categories. "Baby", "child", "adult" are breakpoint-derived categories on the age spectrum.
"A breakpoint is a point on a spectrum where an incremental change in quantity makes a qualitative difference — e.g., changes type, kind or category rather than just slightly changing amount or degree." — criticalfallibilism.com