The Incentives Lab
Incentive Intelligence Institute (III) · The Executive Course

Ten weeks to change how your company actually works.

A 10-week online executive course with weekly live labs, weekly homework, and a capstone on your own company. For leaders who have to change the way the work actually gets done.
Built for
CEOsFoundersPresidentsSVPsTeam LeadsConsultantsHR & OpsProduct Leaders
What it is

One executive course. Ten weeks. The whole operating system.

Every week you join a live lab, do a short piece of homework on a real situation, and get feedback from a small peer pod. By Week 10 you've used the full framework on your own company — and walked it through the cohort and faculty as your capstone.

No fluff. No long readings. The work is the work — your work — under a clear method, with people who can see what you can't.

Credential
Certificate in Incentive Intelligence
Format
10 weeks · 100% online · weekly live lab + homework
Time commitment
~4 hours per week
Investment
$1,000 / seat
How a week works

A simple, repeatable rhythm.

01
Weekly live lab

90 minutes with the cohort and faculty. We work through that week's pillar on real situations — yours and theirs.

02
Weekly homework

A short, applied assignment. Run a diagnosis. Rewrite a comp clause. Map one loop. Most weeks take 2–3 hours.

03
Cohort feedback

Small peer pods. You give and receive notes on each other's homework every week. Where the real learning happens.

04
Capstone in Week 10

Apply the full framework to your own company or P&L. Defend it. Earn the Certificate in Incentive Intelligence.

What you walk away with
01.Spot a company's incentive problems in under an hour.
02.See where a plan will break before it ships.
03.Redesign comp, KPIs, and reviews so people do what you intend.
04.Roll out AI without scaring your team into resistance.
05.Catch biases and bad arguments in real meetings.
06.Build a company where humans and AI line up by design.
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.

Civilization Level · Lesson 00Free PreviewFrom the forthcoming book by Ricardo Rosselló & Aaron Bare

The Invisible Force.

Every system gets the results it rewards.

Something is quietly wrong with every system we depend on. Not broken in obvious ways. Just drifting — slowly, steadily rewarding behavior that undermines the purpose it was designed to serve.

The hospital is paid to treat disease, not prevent it. The drug company is paid to maintain patents, not cure patients. The insurance company is paid to deny claims, not cover them. The food system is paid by the calorie, not the nutrition. Wall Street is paid by the quarter, not the decade. The school is paid by the test score, not the education. The government is paid in votes for outrage, not results.

None of the people running these systems are villains. Most of them are trying. But the systems reward the wrong things — and behavior follows rewards, not intentions.

This lesson is about that invisible force. It has a name. Once you see it, you cannot unsee it.

The Three Laws
Goodhart's Law
When a measure becomes a target, it ceases to be a good measure. — Charles Goodhart, 1975
Campbell's Law
The more a quantitative indicator is used for social decision-making, the more it corrupts the processes it was meant to monitor. — Donald Campbell, 1976
The Cobra Effect
Incentives designed to solve a problem end up rewarding people for making it worse. Delhi paid bounties for dead cobras. Citizens bred cobras. The population exploded.
Free chapter previewsRead · then enroll

The next nine chapters take you inside every system.

Healthcare. Pharma. Psilocybin. Food. Wall Street. Media. Governance. Each chapter pairs the science, the data, the lived case study, and the structural flip — the redesign of the incentive itself. Open any one.

One-time payment · lifetime access · Certified Incentive Intelligence Practitioner™ capstone included.

Your enrollment supports the Institute's applied work with companies, government, and civilization to root out negative incentives at their source.

Pricing as incentive design

The annual membership costs less than the Executive Course alone.

This is the same decoy structure Ariely ran on The Economist — placed here on purpose. The middle tier is not designed to be bought. It is designed to make the membership obviously the right call. If the Lab teaches one thing, it is that incentives should never be hidden from the people they're built for.

One-time enrollment

Single Executive Course

  • ·10-week cohort, one time
  • ·No certification renewal
  • ·No Lab library access after Week 10
  • ·No Council seat
$2,000
one-time, no renewal
Executive Course only
Decoy — named on purpose

Executive Course + Lab access

  • ·10-week cohort
  • ·12 months of Lab library access
  • ·No Council seat
  • ·No live monthly roundtables
$1,400
one-time, no renewal
Asymmetric option
Best value
Best value · what most leaders pick

Council Membership

  • ·10-week certification + capstone
  • ·Lifetime Lab library access while a member
  • ·Monthly live roundtables with faculty
  • ·Practitioner directory listing
  • ·Eligibility for routed engagements
$1,000
per year · Cancel anytime with 30 days notice.
Subscribe — $1,000/year
Spring 2026 cohort
Begins April 6, 2026
13 of 40 seats remaining.

Cohorts are capped to keep the room high-signal — sector diversity over volume. When a cohort fills, the next opens the following quarter.

Claim a seat — $1,000/year →
Live case · Pricing as incentive design

The Economist taught us how to price this executive course.

In 2008, Dan Ariely ran a study using The Economist's own subscription page. With three options on the page, 84% of MIT students chose Print + Web. Remove the middle "Print only" tier — same price, less value — and the combined option's share collapsed to 32%. The decoy didn't trick anyone. It gave the brain something to compare against.

(a) The original — The Economist, USA
Source: Ariely, Predictably Irrational (2008)
Introductory offer

Web

  • ·Economist.com
  • ·Online archive since 1997
US $59 / year
Introductory offer

Print

  • ·Weekly print edition
  • ·No web access
US $125 / year
Asymmetric option
Best value
Best value

Print + Web

  • ·Weekly print edition
  • ·Economist.com
  • ·Online archive since 1997
US $125 / year

The middle tier isn't there to be bought. It's there to make the third tier obviously smarter. That's incentive architecture aimed at the buyer's brain, not their wallet.

(b) Our version — The Incentives Lab
Same shape. Honest about why.
Solo path

Self-paced Executive Course

  • ·10 weeks · video + workbook
  • ·Async only — no live lab
  • ·Lifetime access to materials
$400 / seat
Enroll solo
Decoy on purpose

Live Cohort

  • ·10 weekly live labs with faculty
  • ·Capstone on your own company
  • ·No library access
$1,000 / seat
Asymmetric option
Choose cohort
Best value
Best value

Executive Course + Cohort + Train-the-Trainer

  • ·Everything in the Self-paced Executive Course
  • ·Everything in the Live Cohort
  • ·Train-the-Trainer license to change your company

Most leaders pick the full stack — and they should. The cohort alone is real; the full stack is what actually changes a company. We named the decoy on purpose. If the Executive Course teaches one thing, it's that incentives shouldn't be hidden from the people they're built for.

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.
Ten Weeks · Ten Pillars

The week-by-week.

Week
01
The Physics of Human Behavior
·How motivation really works
·Dopamine and reward
·Status and signaling
·How people actually decide
Exercise · Module 01/Physics of Behavior

When does dopamine fire hardest?

Drag the dial to the reward chance that makes dopamine fire hardest in the brain.

51%
Your estimate
Getting warmer — uncertainty is the fuel.
Week
02
Incentive Architecture
·Goodhart's Law in plain English
·The Cobra Effect
·Why good metrics go bad
·How to fix a broken loop
Exercise · Module 02/Incentive Architecture

The Hanoi rat bounty.

In 1902, Hanoi paid people for every rat tail they turned in. The goal was to wipe out rats. But the rat population grew. Why?

The bounty was paid per tail. Inspectors verified the tail, not the dead rat.
Week
03
Cognitive Biases
·The biases that hit boardrooms hardest
·Anchoring, loss aversion, sunk cost
·How to spot a bias in the room
·Simple ways to push back
Exercise · Module 03/Cognitive Biases

What % of executives believe they're above average?

What percentage of senior executives rate themselves above average as leaders? (Only 50% can be, by definition.)

51%
Your estimate
Closer — but the literature is even more striking.
Week
04
Logical Fallacies
·The fallacies that wreck big decisions
·Strawman, false choice, slippery slope
·How to name them out loud
·Cleaner thinking on the spot
Exercise · Module 04/Logical Fallacies

Spot the fallacy.

A CFO in a board meeting says: 'We can either invest in AI now, or we can be Blockbuster.' What's broken in this sentence?

Boardroom quote: 'We can either invest in AI now, or we can be Blockbuster.'
Week
05
Mental Models
·First principles
·Second-order thinking
·Inversion and compounding
·A small kit of models you'll actually use
Exercise · Module 05/Mental Models

Rank by second-order impact.

A CEO must pick one move this quarter. Rank them by which has the strongest ripple effects (best → worst).

1.Raise prices 8% across the board
2.Fire the bottom 10% of performers
3.Rewrite the comp plan to reward retention, not bookings
4.Launch a new product line
Week
06
Influence & Buyer Psychology
·The six principles of influence
·How real buyers decide
·Choice architecture
·Trust and pricing signals
Exercise · Module 06/Influence & Persuasion

The decoy price.

You sell two SaaS tiers: Basic at $20 and Pro at $80. You're about to add a third tier as a 'decoy' to anchor buyers toward Pro. Drag the dial to its price.

70$
Your estimate
This is the asymmetric-dominance zone.
Week
07
AI Incentives
·Why most AI rollouts stall
·Fear, jobs, and quiet resistance
·Designing for adoption, not announcements
·Humans + AI that actually work together
Exercise · Module 07/AI Incentives

Augment vs. replace.

Your CEO is rolling out AI. Drag the dial to the % of workers who should hear 'augment' (not 'replace' or 'automate') for people to actually use it.

51%
Your estimate
Still leaking fear into the system.
Week
08
Organizational Design
·Comp plans that don't backfire
·KPIs that match the goal
·Promotion and recognition that build trust
·Culture as an output, not a poster
Exercise · Module 08/Org Design

Which comp plan produces honest forecasts?

You're rebuilding the sales comp plan. Three structures are on the table. Which one actually produces honest pipeline forecasts?

Sales VPs keep lowballing Q4 forecasts, then blowing past them. The board can't plan.
Week
09
The Incentive Funnel™
·Marketing → Sales → Success → Referrals → Retention
·Where loops leak
·Designing for loyalty and advocacy
·One end-to-end picture of your business
Exercise · Module 09/The Incentive Funnel™

Rank referral mechanics by LTV impact.

Rank these four referral mechanics from highest LTV impact to lowest.

1.$50 Amazon gift card for any referral that signs up
2.Free month for both referrer and referee, only after referee stays 60 days
3.Public leaderboard of top referrers, no cash reward
4.10% lifetime revenue share for every referred account
Week
10
Capstone & Conferment
·Map your company's real incentives
·Diagnose the broken loops
·Defend a redesign in front of cohort and faculty
·Earn your Certificate in Incentive Intelligence
Exercise · Module 10/Capstone Prep · Systems Thinking

Where do most companies break?

Across hundreds of company turnarounds, what % of failures trace back to broken incentives — not bad strategy, bad people, or bad luck?

51%
Your estimate
Closer — but the pattern runs deeper.
Lessons · Embedded Practice

The lessons inside the executive course.

Each lesson shows a piece of the operating system through the lens of how people really decide. It draws on the six principles of influence. Hover any underlined term for the definition.

L1

Reading a room as an incentive system

Video coming soon
Foundations · Reciprocity
Reading a room as an incentive system
8 min
If you want to predict what a person will do next, ignore what they say. Watch what they're rewarded for.

Before you change behavior, you have to see it. Every team, every board, every customer base is running on an incentive structure that no one wrote down — a quiet web of rewards, penalties, defaults, and social cues that shapes what people actually do when nobody is watching.

The first move of a senior practitioner isn't to push for a new strategy. It's to map the room: who benefits from the current behavior, who pays the cost, what favors are owed, and where the felt reciprocity already runs. Most failed change programs are not bad ideas. They are good ideas pushed against an unread incentive map.

You will learn to read a room the way a tracker reads a forest — quickly, quietly, and without flattering anyone in it.

L2

Small yeses, big behaviors

Video coming soon
Foundations · Commitment & Consistency
Small yeses, big behaviors
7 min

Behavior change at scale rarely starts with a mandate. It starts with a small, public commitment that the rest of the system then has to live up to. The pilot, the signed memo, the team that volunteers first — these aren't symbolic. They're the lever.

Once a person or team has taken a visible step, every subsequent ask becomes cheaper, because saying no would force them to be inconsistent with the version of themselves they just performed. This is why founders use beta lists, why armies use uniforms on day one, and why the best change leaders ask for a 90-day trial before they ask for a year.

We'll build a library of commitment devices you can deploy without anyone noticing them as such.

L3

Anchoring the room before anyone speaks

Video coming soon
Decision Architecture
Anchoring the room before anyone speaks
6 min
Whoever speaks first sets the price. Speak first, on purpose.

The first number on the table sets the gravity for every number that follows. This is the anchor, and it operates whether or not the people in the room believe in it. A budget that opens at $4M cannot easily land at $1M; a salary band that opens at $300K does not get re-set by data.

Senior operators don't fight anchors. They place them. They decide, before the meeting, which number, frame, or comparison should walk in first — and they make sure it does. The default on the slide is the policy of the company, for as long as nobody challenges it.

L4

Filtering signal from theatre

Video coming soon
Authority · Social Proof
Filtering signal from theatre
9 min

Most executive rooms are flooded with two false signals: confident authority from people who have title but not data, and visible social proof from people who copied each other into agreement. Both feel like information. Neither is.

The discipline of incentive intelligence is filtering: stripping the deck of framing, the speaker of title, and the room of salience, until what's left is a base rate, a track record, and an honest forecast. We'll practice this on real decks until the move becomes automatic.

L5

Designing the reward, not the slogan

Video coming soon
Conditioning · Reinforcement
Designing the reward, not the slogan
8 min

Culture decks don't change behavior. Reinforcement schedules do. What gets praised in public, paid in private, and tolerated in the corner is the actual culture — everything else is decoration.

You'll learn to redesign a comp plan, a recognition program, or a roadmap review so that the behaviors you want are rewarded on a schedule the brain actually responds to — variable, well-timed, and tied to surprise rather than predictability. Predictable bonuses lose their motivational pull within one cycle. Surprise rewards keep working for years.

L6

When the metric eats the mission

Video coming soon
Systems · Goodhart's Law
When the metric eats the mission
7 min

The most expensive failure mode in modern organizations is a well-meaning KPI that becomes a target, and then becomes a game. Goodhart's Law guarantees it: once a measure becomes the thing being optimized, it stops measuring the thing you cared about.

The remedy is not better metrics. It is paired metrics, rotated metrics, and built-in guardrails — plus the discipline of asking, before any new KPI ships, "What would I do to game this?" Then assuming someone will.

For Companies & Institutions

Train the Trainer — bring the Executive Course inside your company to change how it works at scale.

We certify your internal team — L&D, leadership development, consulting — to teach the full 10-week Executive Course inside your organization. The same labs. The same homework. The same capstone. Run cohort after cohort until the whole company speaks the language.

For Teams & Culture

Corporate Class — comedy and improv to reframe how your team handles change.

The REFRAME™ Method uses comedy and improv to help teams think faster, listen harder, and adapt under pressure. A live session designed for offsites, leadership retreats, and cultural resets.

Capstone

Earn the Certificate in Incentive Intelligence.

In Week 10 you map your company — customers, employees, board, and AI systems — through the full framework. You name the broken loops. You defend a redesign in front of your cohort and faculty. Then you take it back to work and run it.