Chemical Reactions is inputs combine under conditions to produce new outputs — sometimes irreversibly. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0132, within the Systems family. The core principle: inputs combine under conditions to produce new outputs — sometimes irreversibly. 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
Inputs combine under conditions to produce new outputs — sometimes irreversibly.
Plain-English Definition
Inputs combine under conditions to produce new outputs — sometimes irreversibly.
Feynman Explanation
The right ingredients in the wrong order is the wrong result.
Core Principle
Inputs combine under conditions to produce new outputs — sometimes irreversibly.
Mechanisms
Pending editorial review.
Inputs combine under conditions to produce new outputs — sometimes irreversibly.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Strategy is recipe design, not ingredient acquisition.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
The right ingredients in the wrong order is the wrong result.
Examples
- Combining incentives, talent, and capital — order and timing matter.
- Strategy is recipe design, not ingredient acquisition.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
Most organizations meet this element as a personnel problem. It is not one. The mechanism underneath it is straightforward: inputs combine under conditions to produce new outputs — sometimes irreversibly. You can recognize it in the field by its signature: the right ingredients in the wrong order is the wrong result. 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, strategy is recipe design, not ingredient acquisition. It is amplified whenever strategy is recipe design, not ingredient acquisition. Inside organizations that shows up as strategy is recipe design, not ingredient acquisition. 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 sequence interventions like reactions: temperature, catalyst, order. The test of any redesign here is simple: after the change, can you name what the organization is now doing less of? If not, the payoff structure did not actually move.
Famous Experiments
Pending editorial review.
Design Principles
- Sequence interventions like reactions: temperature, catalyst, order.
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.
- Sequence interventions like reactions: temperature, catalyst, order.
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.
Combining substances to create a new material stronger than its parts.
A single constraint limits the throughput of an entire system.
A system's throughput is constrained by its single slowest step.
Small visible disorders signal that bigger ones will be tolerated.
Adding manpower to a late software project makes it later.
Adding people to a late project makes it later.
A substance that speeds up a reaction without being consumed.
Nonlinear systems are highly sensitive to initial conditions.
Software architecture mirrors org structure.
Working together has a cost that scales with the number of people.
The threshold at which a system becomes self-sustaining.
Designing systems for the lowest-capability user produces resilience for everyone.
Where Chemical Reactions 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 Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
Questions about Chemical Reactions
- What is Chemical Reactions?
- Chemical Reactions is inputs combine under conditions to produce new outputs — sometimes irreversibly. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0132, within the Systems family. The core principle: inputs combine under conditions to produce new outputs — sometimes irreversibly. 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 Chemical Reactions?
- Strategy is recipe design, not ingredient acquisition. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0132).
- How is Chemical Reactions exploited?
- Strategy is recipe design, not ingredient acquisition.
- How do you design around Chemical Reactions?
- Sequence interventions like reactions: temperature, catalyst, order.
- Which behavioral dimension does Chemical Reactions belong to?
- Chemical Reactions is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Systems", class "Mental Model". Its permanent identifier is HBT-COG-0132 and its evidence grade is B.