Six Biases That Distort Decision Weighting
These biases from organizational behavior research systematically distort how you evaluate options. Each has a detection question and correction.
The Checklist
| Bias | Detection Question | If YES |
|---|---|---|
| Confirmation | Am I seeking evidence against this option as hard as for it? | Actively search for disconfirming evidence |
| Availability | Am I overweighting a vivid example (recent failure, dramatic story)? | Seek base rates, not memorable cases |
| Escalation of commitment | Have I invested in this path already? Is that clouding judgment? | Apply sunk cost test: “If starting fresh, would I choose this?” |
| Risk aversion | Am I avoiding a better expected value because of uncertainty? | Calculate actual expected values, not just downside |
| Anchoring | Is my first option becoming the default I compare everything to? | Generate 3+ options before evaluating any |
| Satisficing | Did I stop generating options after finding one that “works”? | Force yourself to find one more option |
How Each Bias Distorts Weighting
| Bias | What It Does to Your Assessment |
|---|---|
| Confirmation | Options you like look better; options you dislike look worse |
| Availability | Recent/vivid outcomes seem more probable than they are |
| Escalation | Past investment makes current option seem more valuable |
| Risk aversion | Safe options get bonus points; uncertain options get penalized beyond actual risk |
| Anchoring | First option becomes the reference; others judged relative to it |
| Satisficing | First acceptable option ends search; better options never considered |
When to Use Full Checklist vs. Quick Scan
| Mode | Bias Check |
|---|---|
| Q1: HEURISTIC | Skip (stakes don’t justify) |
| Q2: SYSTEMATIZE | Quick scan (while building system) |
| Q3: CAREFUL | Targeted (check 2-3 most likely biases) |
| Q4: BUILD CAPABILITY | Full checklist (stakes justify thoroughness) |
Example: GIC Calculator Decision
| Bias | Detected? | Evidence |
|---|---|---|
| Confirmation | No | Actively considering that this might be wrong approach |
| Availability | Yes | ”Everything I’ve synthesized with LLM has been decent” — but in domains I could fact-check |
| Escalation | Yes | Already invested in build-things path (TTS pipeline). Incentivized to keep building. |
| Risk aversion | Yes | Terrified of inflation eating savings. Fear driving urgency. |
| Anchoring | Yes | ”Build it” became reference point. Stopped generating alternatives. |
| Satisficing | Yes | Found one option, stopped. Haven’t explored: buy existing tool, hire advisor once, just use HISA. |
Common Trap
Checking for bias once and calling it done. Biases reassert. Check again after new information, after time passes, after emotional state changes.
North: Where this comes from
- Bounded Rationality (OB foundation)
- Judgment Shortcuts (why biases exist)
- Chapter 12 of Organizational Behavior textbook
East: What opposes this?
- Rational Decision-Making Model (assumes bias can be eliminated through awareness)
- Intuition as Valid Signal (biases as adaptive heuristics)
South: Where this leads
- The Weighing Problem (why these biases matter for Stage 2)
- Pre-Mortem Analysis (structured intervention for confirmation bias)
West: What’s similar?
- Seven Lenses for Decomposing Claims (structured interrogation of different target)
- Cognitive Forcing Strategies (medical decision-making debiasing)
- Checklist Manifesto (checklists as bias intervention)