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The Incentives Lab
HBT-COG-0024 · Dimension COG · Cognition

Algorithms

A finite set of well-defined instructions for solving a problem or performing a computation.

Reasoning·Mental Model·Grade B·draft· enriching…

Scientific Definition

A finite set of well-defined instructions for solving a problem or performing a computation.

Plain-English Definition

A finite set of well-defined instructions for solving a problem or performing a computation.

Feynman Explanation

The recipe that never forgets the salt, but also never questions the recipe.

Core Principle

A finite set of well-defined instructions for solving a problem or performing a computation.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

A finite set of well-defined instructions for solving a problem or performing a computation.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

Algorithms scale decisions, but they also scale embedded assumptions.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

The recipe that never forgets the salt, but also never questions the recipe.

Examples

Everyday
  • Credit scoring models that approve or reject loans automatically.
Modern (Organizational)
  • Algorithms scale decisions, but they also scale embedded assumptions.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Audit algorithmic outputs for the edge cases humans would catch.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
B (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
3 / 5
Consensus
Pending editorial review (HBT v1.0 auto-seed).
Limitations
Pending editorial review (HBT v1.0 auto-seed).
Open Research Questions

Pending editorial review.

Primary References

Pending editorial review.

Signature Section

The Perverse Incentive Lens™

How this behavior is exploited — and how to redesign around it.

Exploitation
Algorithms scale decisions, but they also scale embedded assumptions.
Amplifying Incentives
Algorithms scale decisions, but they also scale embedded assumptions.
Org Failure Modes
Algorithms scale decisions, but they also scale embedded assumptions.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Audit algorithmic outputs for the edge cases humans would catch.
Diagnostic Questions
  • Audit algorithmic outputs for the edge cases humans would catch.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Audit algorithmic outputs for the edge cases humans would catch.
Team
Pending editorial review (HBT v1.0 auto-seed).
Organization
Pending editorial review (HBT v1.0 auto-seed).
Policy
Pending editorial review (HBT v1.0 auto-seed).
AI Implications
Detection
Pending editorial review (HBT v1.0 auto-seed).
Measurement
Pending editorial review (HBT v1.0 auto-seed).
Mitigation
Pending editorial review (HBT v1.0 auto-seed).
Responsible Use
Pending editorial review (HBT v1.0 auto-seed).

Interactive Mini Network

Click any neighbor to re-center the graph and follow the threads of connection.

HBT-COG-0024 · COG
Algorithms
AlAbAbstractionsABAdaptive BiasABAdditive BiasAAAffirming a DisjunctADAgent DetectionARAlder's RazorAMAll Models Are WrongABAllegiance BiasAFAnecdotal FallacyATAppeal to Majority

Knowledge Graph Neighbors

Version History

v1.1.0 · 2026-06-28Initial auto-seed from corpus.