Alternative Paths is outcomes that could have happened but did not. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0029, within the Decision family. The core principle: outcomes that could have happened but did not. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
Scientific Definition
Outcomes that could have happened but did not.
Plain-English Definition
Outcomes that could have happened but did not.
Feynman Explanation
History is written by the winners of paths not taken.
Core Principle
Outcomes that could have happened but did not.
Mechanisms
Pending editorial review.
Outcomes that could have happened but did not.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Success narratives ignore the luck of the path taken.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
History is written by the winners of paths not taken.
Examples
- A risky bet succeeds and is called genius; the same bet could have failed.
- Success narratives ignore the luck of the path taken.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
This is one of the elements leaders describe as a values gap. It is a payoff gap. The mechanism underneath it is straightforward: outcomes that could have happened but did not. You can recognize it in the field by its signature: history is written by the winners of paths not taken. Every element in the Cognition dimension changes the perceived payoff of an action before the action happens, which is exactly where incentive design has leverage.
How it gets exploited
Left undesigned, success narratives ignore the luck of the path taken. It is amplified whenever success narratives ignore the luck of the path taken. Inside organizations that shows up as success narratives ignore the luck of the path taken. The pattern is the same one Goodhart's Law describes: the measurable proxy attracts the effort, and the purpose behind it quietly loses funding.
How the Lab designs around it
The redesign move is to record the counterfactuals before the outcome is known. Treat it as infrastructure. Once you can see it in your own system, most of the argument about culture resolves itself.
Famous Experiments
Pending editorial review.
Design Principles
- Record the counterfactuals before the outcome is known.
Measurement Approaches
Pending editorial review.
Evidence
Pending editorial review.
Pending editorial review.
The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Record the counterfactuals before the outcome is known.
Pending editorial review.
Pending editorial review.
Interactive Mini Network
Click any neighbor to re-center the graph and follow the threads of connection.
Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
Forgetting to compare an offer with the next-best alternative.
How will I feel about this in 10 minutes / 10 months / 10 years?
Inattention or forgetfulness caused by low attention, hyperfocus, or distraction.
Overthinking a situation so that decision-making stalls.
The first number on the table silently sets the range for every number after it.
Tversky & Kahneman's classic: identical outcomes flip from 'risk averse' to 'risk seeking' when framed as lives saved vs. lives lost.
Our perception is shaped by what we selectively pay attention to.
Favoring suggestions from automated systems over conflicting human judgment.
A color appears different depending on adjacent colors.
Decisions are constrained by available information, cognitive limits, and time.
The ability to focus on one voice in a noisy environment.
Binding the future self with a present cost-of-defection to overcome impulse and inertia.
Where Alternative Paths is cited in the corpus
Essays, field guides, and diagnostics from The Incentives Lab that apply this element.
- EssayGoodhart's Law in the Real World
How measurable proxies capture judgment.
- EssayThe Perverse Incentives Hiding in Your KPIs
Cognitive shortcuts turned into scorecards.
- EssayAI Agents Inherit Your Incentives
How this element propagates into automated systems.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about Alternative Paths
- What is Alternative Paths?
- Alternative Paths is outcomes that could have happened but did not. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0029, within the Decision family. The core principle: outcomes that could have happened but did not. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
- What is an example of Alternative Paths?
- Success narratives ignore the luck of the path taken. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0029).
- How is Alternative Paths exploited?
- Success narratives ignore the luck of the path taken.
- How do you design around Alternative Paths?
- Record the counterfactuals before the outcome is known.
- Which behavioral dimension does Alternative Paths belong to?
- Alternative Paths is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Decision", class "Mental Model". Its permanent identifier is HBT-COG-0029 and its evidence grade is B.