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The Incentives Lab
HBT-COG-0700 · Dimension COG · Cognition

Well-Formed Outcome

A goal stated in positive, sensory-specific, self-initiated, contextualized, and ecologically sound terms.

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

Scientific Definition

A goal stated in positive, sensory-specific, self-initiated, contextualized, and ecologically sound terms.

Plain-English Definition

A goal stated in positive, sensory-specific, self-initiated, contextualized, and ecologically sound terms.

Feynman Explanation

'Be less stressed' is not a goal. It's a complaint with aspirations.

Core Principle

A goal stated in positive, sensory-specific, self-initiated, contextualized, and ecologically sound terms.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

A goal stated in positive, sensory-specific, self-initiated, contextualized, and ecologically sound terms.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

Pending editorial review.

Computational

Pending editorial review.

Systems

OKR design, executive coaching, strategy facilitation.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

'Be less stressed' is not a goal. It's a complaint with aspirations.

Examples

Everyday
  • Foundational NLP goal-setting protocol.
Modern (Organizational)
  • OKR design, executive coaching, strategy facilitation.
Historical

Pending editorial review.

Famous Experiments

Pending editorial review.

Design Principles

  • Restate every goal in WFO form before committing resources.

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
OKR design, executive coaching, strategy facilitation.
Amplifying Incentives
OKR design, executive coaching, strategy facilitation.
Org Failure Modes
OKR design, executive coaching, strategy facilitation.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Restate every goal in WFO form before committing resources.
Diagnostic Questions
  • Restate every goal in WFO form before committing resources.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Restate every goal in WFO form before committing resources.
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-0700 · COG
Well-Formed Outcome
WORu10/10/10 RuleAbAbsent-MindednessABAlternative BlindnessAPAlternative PathsAPAnalysis ParalysisAnAnchoringADAsian Disease ProblemABAttentional BiasABAutomation BiasBEBezold Effect

Knowledge Graph Neighbors

Version History

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