Macro Unlocked
Log in

See the economy the way economists do in practice!

Macro Unlocked takes you from Keynes's multiplier to the top frontier HANK framework — exposing exactly where conventional models break down, why it matters for real policy, and how to read any economic claim with hard-won clarity.

28 lessonsAI-adaptiveCancel anytimeLearn anywhere
Macro Unlocked

"I won't ask you to take any model on faith — we'll build each one from its assumptions and then be honest about where it breaks."

— Val (Valdas) Samonis

What you'll learn

What you'll be able to do

  • Trace the evolution of macroeconomic thinking from Keynesian models to the modern Heterogeneous Agent New Keynesian (HANK) framework
  • Explain how fiscal and monetary policy decisions ripple through everyday life — wages, prices, employment, and household debt
  • Identify the core assumptions and critical flaws in representative-agent models that underpin much of conventional policy wisdom
  • Apply the HANK framework to analyze how diverse spending and saving behaviors across income groups shape aggregate economic outcomes
  • Critically evaluate policy claims made by politicians, central bankers, and pundits using the tools of modern macroeconomic research
  • Interpret real-world economic events — recessions, inflation surges, stimulus programs — through the lens of state-of-the-art economic models

How it works

A school that adapts to you

This isn't a set of static videos. Every lesson is generated live and tuned to where you actually are.

We learn your level

A quick placement check tailors your starting point so you're never bored or lost.

Lessons adapt as you go

Each lesson is written for your pace and your goal, adjusting as your skills grow.

Your AI coach keeps you moving

Checkpoints, feedback, and gentle nudges turn progress into a real result.

The curriculum

What's inside your school

6 modules · 28 lessons

1

Why Macroeconomics Matters — and Why It's Misunderstood

Establishes why macro models matter for everyday life and why the gap between public discourse and economic research exists.

  • 1.1From Grocery Prices to GDP: Macro in Your Daily LifeIncluded
  • 1.2The Gap Between Pundits and EconomistsIncluded
  • 1.3What a Model Is — and Why We Need OneIncluded
  • 1.4A Map of the Journey: From Keynes to HANKIncluded
2

The Keynesian Revolution and Its Legacy

Traces the origins of modern macroeconomics through Keynes, aggregate demand, and the policy logic that shaped the 20th century.

  • 2.1Keynes in Context: Depression, Demand, and the Birth of MacroIncluded
  • 2.2The Multiplier and Aggregate DemandIncluded
  • 2.3The IS-LM Framework: Goods Markets Meet Money MarketsIncluded
  • 2.4Keynesian Policy in Practice: Successes and StrainsIncluded
3

The Rise of Microfoundations: From Stagflation to DSGE

Traces how the failures of Keynesian macro drove economists to rebuild models from individual behavior up, culminating in Dynamic Stochastic General Equilibrium models.

  • 3.1Stagflation and the Keynesian CrisisIncluded
  • 3.2Rational Expectations and the Lucas CritiqueIncluded
  • 3.3The Representative Agent: One Consumer to Rule Them AllIncluded
  • 3.4Building a DSGE Model: Households, Firms, and a Central BankIncluded
  • 3.5What DSGE Gets Right — and What It MissesIncluded
4

Fiscal and Monetary Policy Through the Lens of Standard Models

Applies representative-agent and New Keynesian models to the core policy questions of government spending, taxation, interest rates, and debt.

  • 4.1How Monetary Policy Works: Interest Rates and the Taylor RuleIncluded
  • 4.2Fiscal Multipliers: Does Government Spending Stimulate the Economy?Included
  • 4.3Ricardian Equivalence and the Limits of Deficit SpendingIncluded
  • 4.4Inflation: Causes, Expectations, and the Phillips CurveIncluded
  • 4.5Public Debt, Sustainability, and Policy ConstraintsIncluded
5

The Heterogeneity Revolution: Who Actually Spends and Saves?

Confronts the fatal flaw of the representative agent by introducing the empirical reality of diverse household finances — including the paycheck-to-paycheck majority.

  • 5.1The Paycheck-to-Paycheck Economy: Evidence on Household FinanceIncluded
  • 5.2Hand-to-Mouth Consumers and Why They Change EverythingIncluded
  • 5.3Wealthy Hand-to-Mouth: Illiquid Assets and Constrained SpendingIncluded
  • 5.4Inequality, Consumption, and Aggregate DemandIncluded
6

HANK: The Model That Changes Everything

Introduces the Heterogeneous Agent New Keynesian framework, explains how it works, and applies it to inflation, recessions, stimulus, and the limits of conventional wisdom.

  • 6.1Architecture of HANK: Heterogeneity Meets General EquilibriumIncluded
  • 6.2Monetary Policy in HANK: Beyond the Representative HouseholdIncluded
  • 6.3Fiscal Policy in HANK: Stimulus, Transfers, and TargetingIncluded
  • 6.4Recessions and Recoveries Through the HANK LensIncluded
  • 6.5Inflation Surges, Supply Shocks, and Distributional ConsequencesIncluded
  • 6.6Reading the World with HANK: Becoming a Critical Consumer of Macro PolicyIncluded

Who it's for

Is this you?

Policy analysts

They need to move beyond CBO summaries and actually interrogate the model assumptions driving fiscal and monetary policy debates.

Graduate students

They're encountering DSGE and HANK in coursework and want a rigorous, intuition-first guide to how these frameworks are built and where they clash.

Finance professionals

They track Fed decisions and macro data daily but want the theoretical grounding to understand why rate hikes and stimulus programs work the way they do.

Journalists & editors

They cover economic stories and want to stop relying on source quotes — and start knowing enough to ask the question that exposes a flawed assumption.

Engaged citizens

They follow economic policy closely, trust their own intelligence, and are done accepting pundit consensus without understanding the mechanics behind it.

Curious career-changers

They're moving toward economics, public policy, or research and want the conceptual foundation that makes graduate-level reading finally click.

Questions

Frequently asked

Your teacher

A note from your teacher

Val (Valdas) Samonis

Val (Valdas) Samonis

If you've ever sat through a news segment about inflation or interest rates and thought, I understand the words but not the logic — I made this seminar for you!

And if you've ever read an economics op-ed with growing suspicion that the author was drawing on a model with some very convenient assumptions baked in — assumptions that would never survive contact with a real paycheck-to-paycheck household — then I really made this course for you.

Here's the honest truth about (macro)economics as it's usually taught and discussed: the models that drive most public debate were built on some fiction. Not a malicious one — an analytically convenient one! The representative-agent framework, which treats the entire economy as if it were a single rational household, produces elegant, tractable models. Central banks use them. Textbooks teach them. Pundits cite their conclusions. And they get a lot right. But they also get some enormously important things wrong, and the mainstream conversation almost never pauses to say so.

My goal in Macro Unlocked is to give you the full picture — with intellectual honesty. We'll start with Keynes, because you can't understand where macroeconomics is without knowing where it came from: the Depression, the birth of aggregate demand thinking, the IS-LM model, and Keynesian policy in practice. Then we'll trace the stagflation crisis that fractured that consensus and gave rise to the rational expectations revolution, the Lucas Critique, and DSGE modeling. I won't ask you to accept any of these frameworks uncritically. We'll build each one up from its core assumptions and then examine where it strains.

The second half of the course is where the new frontier lives. The evidence on household finance is striking: a very large share of American households hold almost no liquid savings — they are, in the precise sense economists use, hand-to-mouth consumers. And many of them aren't that poor; they hold wealth in illiquid assets like home equity. When you take that seriously and put it inside a general equilibrium model, monetary and fiscal policies look quite different. Stimulus payments to liquidity-constrained households have large effects. Rate hikes transmit unevenly. Inflation hurts different households in radically different ways. That's the HANK theory cum praxis framework, and it's now reshaping what serious economists believe about policy.

By the end of this course, you won't just know more macroeconomics. You'll think differently about economic claims — with the tools to interrogate assumptions, trace mechanisms, and update your views when the evidence demands it. That's the standard I hold myself to, and it's the standard I'll hold this course to.

— Val (Valdas) Samonis

Start your journey today

Get instant access — learn at your own pace with an AI coach in your corner.

$50/mo

Recurring billing · cancel anytime

Secure checkout · Instant access

  • 6 modules, 28 lessons
  • AI-adaptive lessons tuned to your level
  • Quizzes & checkpoints to lock in progress
  • Your own AI learning coach
  • Learn on any device, at your pace
  • Full access for as long as you're subscribed