The Incentives Lab
Incentives

The themes that quietly govern markets, institutions, and statecraft.

A field guide to the recurring incentive patterns shaping business, government, and foreign policy — and the cross-cutting laws that bind them.

Levels of Analysis

The level you engage at directly determines your impact.

Incentives operate at six nested levels. Most leaders work fluently at one or two — and wonder why their results plateau. The III Framework trains you to diagnose and act across all six, because the higher the level you can hold in mind at once, the larger the system you can quietly redesign.

01
Level
Individual
Discipline
Psychology
Question
Why do people do what they do?
Your impact
You change yourself, your team, your family.
02
Level
Group
Discipline
Sociology
Question
Why do tribes behave irrationally?
Your impact
You shape culture, norms, and the unwritten rules.
03
Level
Market
Discipline
Economics
Question
How do incentives allocate resources?
Your impact
You direct capital, talent, and attention at scale.
04
Level
Organization
Discipline
Management
Question
Why do companies create perverse incentives?
Your impact
You redesign the systems thousands of people optimize against.
05
Level
Government
Discipline
Public Choice
Question
Why do politicians optimize for votes over outcomes?
Your impact
You reshape policy, regulation, and the rules of the game.
06
Level
Civilization
Discipline
Systems Thinking
Question
How do entire societies rise and fall?
Your impact
You operate on the deepest leverage — the trajectory of generations.

Working at the Individual level changes a person. Working at the Civilization level changes the conditions every person inherits. The Executive Course teaches the diagnostic and the moves at every level — and how to choose where to operate.

Domain

Business

Inside firms, incentives shape what gets shipped, what gets measured, and what quietly gets ignored. The scoreboard always wins — even when leadership wishes it didn't.

  1. 01
    Short-term earnings over long-term value

    Quarterly guidance, equity vesting cliffs, and bonus cycles compress executive time horizons.

    In practice

    R&D cuts in Q4 to make the number — even when the technology pipeline is the company's only moat.

  2. 02
    Goodhart's Law inside the org chart

    Every KPI becomes a target, every target becomes a game. Metrics designed to track performance start to replace it.

    In practice

    Support teams measured on tickets closed close tickets faster — and resolve fewer problems.

  3. 03
    Compensation drives strategy, not the reverse

    Comp plans are the de facto strategy document. Whatever the deck says, the plan is what people actually execute.

    In practice

    Sales paid on bookings sell whatever closes — not what the company most needs in the market.

  4. 04
    Status and identity beat cash

    Title, proximity to power, and tribal belonging routinely outperform marginal pay as motivators for senior talent.

    In practice

    Top engineers leave for autonomy and reputation years before salary appears in the exit interview.

  5. 05
    Risk asymmetry at the top

    Upside is concentrated; downside is socialized to shareholders, employees, or the public.

    In practice

    Aggressive bets that pay out personally for a CEO and cost the company a decade if they don't.

Domain

Government

Public institutions optimize for the incentives baked into election cycles, budget rules, and bureaucratic survival — not for the outcomes their mission statements describe.

  1. 01
    Election cycles compress time horizons

    Two-, four-, and six-year cycles punish investments whose payoff lands in the next administration.

    In practice

    Infrastructure deferred for decades because cutting a ribbon takes longer than a single term.

  2. 02
    Budget rules reward spending, not saving

    Use-it-or-lose-it appropriations turn underspend into a punishment and waste into a rational strategy.

    In practice

    Year-end procurement sprees that have nothing to do with mission and everything to do with next year's baseline.

  3. 03
    Regulatory capture

    Agencies depend on the industries they regulate for expertise, data, and post-government careers. Influence flows accordingly.

    In practice

    Rules drafted with industry input that protect incumbents under the language of consumer protection.

  4. 04
    Blame avoidance over outcome optimization

    Civil servants are punished for visible errors far more than for invisible omissions. Inaction becomes the dominant strategy.

    In practice

    Approvals that take years not because the analysis is hard, but because no one is rewarded for saying yes.

  5. 05
    Cobra effects in public programs

    Well-intentioned programs create the behavior they were designed to suppress when the reward structure is misread.

    In practice

    Bounties, subsidies, and quotas that generate exactly the gaming their designers swore wouldn't happen.

Domain

Foreign Policy

Statecraft is incentive design at the highest stakes. Leaders, militaries, and populations respond to the payoffs a strategy actually creates — not the ones it was meant to create.

  1. 01
    Domestic audience costs

    Leaders pay political prices at home for backing down abroad, which makes credible commitment possible — and de-escalation expensive.

    In practice

    Public ultimatums that lock both sides into escalation neither initially wanted.

  2. 02
    Security dilemmas

    Defensive moves are read as offensive by adversaries, triggering arms races where every step is locally rational and globally destabilizing.

    In practice

    Missile defense framed as protection that the other side treats as a first-strike enabler.

  3. 03
    Sanctions and the rally effect

    Economic pressure often strengthens the regimes it targets by concentrating control over scarce resources and inflaming nationalism.

    In practice

    Sanctions that hollow out a middle class while entrenching the elites they were meant to weaken.

  4. 04
    Alliance moral hazard

    Security guarantees can encourage allies to take risks they would otherwise avoid, knowing a larger power will bear the cost.

    In practice

    Smaller states adopting harder lines because the umbrella is assumed to be unconditional.

  5. 05
    Proxy wars and principal–agent drift

    Outsourcing conflict to local partners imports their incentives — which are rarely aligned with the sponsor's stated goals.

    In practice

    Arms and aid that produce battlefield outcomes nobody in the capital chose or wanted.

Cross-Cutting Laws

The patterns that recur in every domain.

The same handful of forces show up whether the system is a firm, a federal agency, or a foreign ministry. Name them and most institutional behavior stops looking surprising.

Goodhart's Law is universal

Whether it is a sales quota, a graduation rate, or a body count, any metric used to govern behavior eventually stops measuring what it was meant to measure.

Time horizons drive almost everything

Quarter, term, news cycle. Shorten the horizon and you almost always get extraction; lengthen it and you start to get stewardship.

Visible incentives are dwarfed by hidden ones

Status, identity, fear, and belonging move people inside firms, agencies, and capitals far more reliably than the official scorecard admits.

Asymmetric payoffs corrode systems

When upside concentrates and downside diffuses — in pay, in policy, in war — risk-taking becomes structurally inevitable, not a character flaw.

Missing incentives explain stagnation

What is rewarded gets done. The behaviors leaders most need — dissent, mentorship, restraint, long-term thinking — usually have no scorecard at all.

Featured Lesson · Free Preview

The Invisible Force.

Every system gets the results it rewards.

The opening Civilization-level lesson from the forthcoming book by Ricardo Rosselló & Aaron Bare — Goodhart, Campbell, the Cobra Effect, and the data behind a $14,885-per-person healthcare system not designed for health.

The Institute

We work with companies, government, and civilization to root out negative incentives.

The Incentive Intelligence Institute is not a content business. It is an applied research and practice group that partners with leaders at every level to expose the incentives producing the wrong outcomes — and redesign them.

Companies

Redesign the reward structures that quietly reward extraction over stewardship, and metric-gaming over real value creation.

  • ·Corporate incentive audits
  • ·Executive diagnostics
  • ·Board-level incentive redesigns
Government

Replace perverse public incentives that optimize for blame avoidance, short election cycles, and budget survival with ones that reward outcomes.

  • ·Policy incentive analysis
  • ·Public program redesign
  • ·Regulatory capture diagnostics
Civilization

Expose the deepest systems — healthcare, finance, food, energy, media, education — and redesign them so they reward human flourishing.

  • ·Civilization-level case studies
  • ·Long-term incentive experiments
  • ·Global research consortium
Future Case StudiesIn production · Institute partners
01
Healthcare: Treating disease vs. preventing it

Why the $4.5T U.S. system rewards treatment over outcomes — and how to flip it.

02
Pharma: Patents vs. cures

The incentive architecture behind $600B in drug spending and the cures that never got funded.

03
Food: Subsidies vs. nutrition

How federal crop subsidies and food advertising incentives produce the disease they also fund.

04
Wall Street: Quarterly vs. decadal

Stock-based compensation and buyback incentives that trade long-term value for this quarter's EPS.

05
Education: Test scores vs. learning

When schools optimize for the metric parents see, not the skills students need.

06
AI: Adoption vs. displacement

Why AI incentives inside companies so often produce fear, sabotage, and missed adoption.

What the Institute will create for the world

A public infrastructure for fixing broken reward systems.

  1. 01The Incentive Intelligence Framework™ — a public standard for diagnosing any system.
  2. 02The Perverse Incentives Database — a living library of case studies, causes, and redesigns.
  3. 03Certified Practitioner Network — executives trained to root out negative incentives in their organizations.
  4. 04Research consortium — field experiments with companies, agencies, and institutions to prove what works.
  5. 05Open methodology — so anyone can apply Incentive Intelligence to the systems they touch.

Map these themes onto your own organization.

The III Framework™ turns these recurring patterns into a diagnostic. Score your visible, hidden, perverse, missing, AI, and future incentives — and see exactly where the system is rewarding the wrong thing.