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HBT-INC-0206 · Dimension INC · Incentives

Platform Growth Metrics

DAU/MAU goals override product safety and wellbeing investments.

Technology Perverse Pattern·Perverse Incentive·Grade C·draft· enriching…
In one paragraph

Platform Growth Metrics is dAU/MAU goals override product safety and wellbeing investments. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0206, within the Technology Perverse Pattern family. The core principle: dAU/MAU goals override product safety and wellbeing investments. 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

DAU/MAU goals override product safety and wellbeing investments.

Plain-English Definition

DAU/MAU goals override product safety and wellbeing investments.

Feynman Explanation

Safety doesn't fit on the growth dashboard.

Core Principle

DAU/MAU goals override product safety and wellbeing investments.

Mechanisms

Psychological

Pending editorial review.

Behavioral Economic

DAU/MAU goals override product safety and wellbeing investments.

Neurological

Pending editorial review.

Evolutionary

Pending editorial review.

Sociological

What's on the OKR shapes what gets cut first.

Computational

Pending editorial review.

Systems

Pending editorial review.

Inputs (Triggers)

Pending editorial review.

Outputs (Behaviors)

Pending editorial review.

Behavioral Signature

Safety doesn't fit on the growth dashboard.

Examples

Everyday
  • Repeated trust-and-safety cuts during growth pushes.
Modern (Organizational)
  • What's on the OKR shapes what gets cut first.
Historical

Pending editorial review.

Lab Commentary

Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.

Why this element matters to incentive design

The mistake with this element is treating it as irrationality. It is almost always a rational response to a payoff nobody wrote down. The mechanism underneath it is straightforward: dAU/MAU goals override product safety and wellbeing investments. You can recognize it in the field by its signature: safety doesn't fit on the growth dashboard. Every element in the Incentives 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, what's on the OKR shapes what gets cut first. It is amplified whenever what's on the OKR shapes what gets cut first. Inside organizations that shows up as what's on the OKR shapes what gets cut first. 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 wellbeing KPIs at board level. Watch for it at the boundaries: handoffs, promotions, incident reviews, and budget cycles are where this element gets its power.

Famous Experiments

Pending editorial review.

Design Principles

  • Wellbeing KPIs at board level.

Measurement Approaches

Pending editorial review.

Evidence

Evidence Grade
C (A strongest → E speculative)
Replication
★★★☆☆
Intervention Confidence
4 / 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
What's on the OKR shapes what gets cut first.
Amplifying Incentives
What's on the OKR shapes what gets cut first.
Org Failure Modes
What's on the OKR shapes what gets cut first.
Societal Failure Modes
Pending editorial review (HBT v1.0 auto-seed).
Ethical Considerations
Pending editorial review (HBT v1.0 auto-seed).
Redesign Strategies
Wellbeing KPIs at board level.
Diagnostic Questions
  • Wellbeing KPIs at board level.
Warning Signs

Pending editorial review.

Red Flags

Pending editorial review.

Intervention Playbook
Individual
Wellbeing KPIs at board level.
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-INC-0206 · INC
Platform Growth Metrics
PGABAd-Supported Busines…CHClickbait HeadlinesCTCopyright Term Exten…CMCreator Monetization…CDCustoms De Minimis L…DMData Monetization vs…EAEngagement-Maximizin…EPEngagement-Time Para…ISInfinite Scroll TrapNINotification Inflation

Knowledge Graph Neighbors

Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.

Where Platform Growth Metrics is cited in the corpus

Questions about Platform Growth Metrics

What is Platform Growth Metrics?
Platform Growth Metrics is dAU/MAU goals override product safety and wellbeing investments. It sits in the Incentives dimension (INC) of the Human Behavior Taxonomy™ as element HBT-INC-0206, within the Technology Perverse Pattern family. The core principle: dAU/MAU goals override product safety and wellbeing investments. 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 Platform Growth Metrics?
What's on the OKR shapes what gets cut first. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-INC-0206).
How is Platform Growth Metrics exploited?
What's on the OKR shapes what gets cut first.
How do you design around Platform Growth Metrics?
Wellbeing KPIs at board level.
Which behavioral dimension does Platform Growth Metrics belong to?
Platform Growth Metrics is classified in the Incentives dimension (INC) of the Human Behavior Taxonomy™, family "Technology Perverse Pattern", class "Perverse Incentive". Its permanent identifier is HBT-INC-0206 and its evidence grade is C.

Version History

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