In Episode 032, Jared brings the incentives and alignment discussion back to everyday life and introduces a practical framework for diagnosing whether a system is actually producing the outcome it claims to value.

The key idea is that people tend to optimize for what is rewarded. A school may say it values learning but reward grades. A workplace may say it values productivity but reward visibility and busyness. Parents may say they want independent children while repeatedly rewarding dependence. News organizations may claim to inform while being financially rewarded for attention and outrage.

Jared organizes the episode around four questions: What outcome do we claim to want? What behavior are we actually rewarding? What predictable behavior will that reward produce? And who receives the reward while who bears the cost?

He applies those questions to education, work, bureaucracy, parenting, personal finance, and news media. Across all of them, misalignment appears when the metric replaces the purpose, when short-term rewards undermine long-term outcomes, or when one person receives the benefit while someone else—or a future version of themselves—pays the cost.

The goal is not cynicism. It is awareness. Once we learn to look past what people and systems say they value and instead examine what they actually reward, we can better predict outcomes and begin changing incentives toward better alignment.

Detailed Sequential Outline

I. Bringing Incentives Back to Daily Life

(0:17) From Concepts to Diagnosis: Jared recaps the recent mini-series on incentives and alignment. Differing incentives do not prevent alignment; in many cases, they make mutually beneficial exchange possible.
(1:30) The Goal of This Episode: The focus shifts from broad theory and historical examples back to the individual level: how to identify alignment and misalignment in the systems, relationships, and organizations we interact with every day.
(2:26) Everything Involving People Involves Incentives: Schools, hospitals, law firms, governments, neighborhoods, financial services, and other institutions may look very different, but they all involve people responding to a mix of aligned and misaligned interests.

II. People Optimize for What Is Rewarded

(4:07) We Learn the Game: People become good at figuring out the rules of the systems they operate within. Certain behaviors become easier, more profitable, more socially rewarded, or more immediately satisfying, and people naturally adapt.
(5:12) Whose Game Are You Playing?: Jared asks whether we are unconsciously participating in someone else’s game or intentionally structuring rules around what we actually want. You can win the Hunger Games and still conclude that the game itself was the problem.
(5:58) Stated Goals and Actual Rewards Often Diverge: Systems may claim to value health, learning, truth, independence, safety, productivity, or strong relationships while actually rewarding attention, appearance, volume, speed, compliance, transactions, comfort, or short-term results.
(6:49) The Metric Can Become the Point: Measurement is essential to the Everything Is Investing framework, but what gets tracked pulls attention and resources toward it. The danger is allowing the benchmark or metric to replace the real purpose.
(7:41) Do Not Confuse the Score With the Game: A scoreboard is useful, but nobody came to watch the scoreboard. Measurements should provide evidence of success, not become success itself.

III. Four Questions for Diagnosing Alignment

(8:21) Question One: What Outcome Do We Claim to Want?: Start with the real purpose—learning, health, safety, truth, productivity, financial security, mature children, or whatever positive outcome the system is supposedly designed to create.
(8:46) Question Two: What Behavior Are We Actually Rewarding?: Ignore the mission statement and look at what receives money, praise, attention, advancement, status, or relief from consequences.
(9:11) Question Three: What Predictable Behavior Will That Produce?: If people respond rationally to the incentive, what will they do more of? What will they do less of? How will they learn to game the system?
(9:37) Question Four: Who Gets the Reward and Who Bears the Cost?: Misalignment often appears when the person making the decision receives the upside while someone else absorbs the downside—or when the present self enjoys the benefit while the future self gets the bill.

IV. Education: When Grades Replace Learning

(10:54) What Schools Say They Want: Schools claim to value education, understanding, reasoning, capability, intellectual growth, and preparation for adult life.
(11:18) What Schools Often Reward: Students are rewarded for grades, test scores, class rank, completed assignments, attendance, and correct answers.
(12:19) Predictable Behavior: Students optimize for memorization, easy courses, knowing what will be on the test, and protecting GPA. Mistakes become something to avoid even though mistakes reveal exactly what still needs to be learned.
(13:03) AI Makes the Misalignment More Obvious: If grades and completed work matter more than actual understanding, powerful AI tools make sidestepping the learning process a rational strategy for some students. They can receive the visible reward without making the underlying investment.
(13:42) Who Pays?: Students receive grades and credentials, and schools receive attractive statistics. The long-term cost is borne by students, employers, institutions, and society when apparent learning substitutes for real capability.
(14:25) Fix the Alignment, Not Necessarily the Measurement: Jared is not arguing that grades or tests must disappear. The problem is treating them as the purpose. Assessment should identify what students do and do not understand so teaching can respond accordingly.
(16:00) Use Tests as Diagnostics: Jared argues that testing before moving on should direct the next round of teaching rather than merely produce a grade and then be discarded. A test that reveals what someone does not know is useful information.

V. Work: Activity Versus Actual Results

(16:49) Rewarding Busyness: Many workplaces reward activity because it is easier to count than meaningful output. Paying by the hour, valuing attendance, meetings, email volume, or visibility can reward appearing productive instead of actually solving problems.
(17:35) Volume Becomes the Target: Salespeople produce accounts, customer-service workers produce calls, mechanics produce repairs, and medical systems produce procedures when those activities are the things being measured and rewarded.
(18:40) What Do Businesses Actually Want?: The stated goal is useful work, solved problems, satisfied customers, and value creation. But if the reward goes to visibility and activity, the predictable result is performative busyness.
(20:09) Tie Compensation Closer to Results: Jared argues that pay should be connected as closely as practical to real production and outcomes rather than mere presence.
(20:28) The Fast-Food Example: A fast-food employee may earn exactly the same hourly wage during a dead period and the most stressful rush of the week, even though the value of their production is dramatically different.
(21:12) Busy Times Should Be Worth More: Jared suggests that paying more during peak periods could better align worker incentives with business demand. Traditional tipped restaurants partially achieve this because servers usually earn more during busy, productive shifts.

VI. Bureaucracy: When Process Replaces Purpose

(23:16) Bureaucracies Reward Process: Forms, approvals, inspections, documentation, regulations, and checks can all serve useful purposes. But as systems grow, completing the process can become the target instead of achieving the outcome the process was created to support.
(24:29) The Employee Serves the Rules: A worker inside a bureaucracy may recognize that a policy wastes time or harms the person being served but still be rewarded for following procedure and avoiding blame.
(25:22) The Four Questions Applied: Bureaucracies claim to provide safety, oversight, and public benefit. They reward process compliance. Predictably, that creates more layers, forms, approvals, red tape, and less room for judgment.
(26:32) The Cost Falls on Everyone Using the System: The bureaucracy gains size, importance, and apparent productivity, while individuals and businesses bear the friction and cost.
(26:48) Preserve Judgment Where Possible: Jared offers no grand fix, but encourages reducing unnecessary layers, protecting room for sensible judgment, and avoiding systems where process has clearly replaced purpose.

VII. Parenting: Peace Today Versus Capability Tomorrow

(27:18) Parenting for Immediate Peace: Parents often say they want mature, independent, capable, resilient children but are tempted to remove difficulty, solve problems, and stop discomfort as quickly as possible.
(28:58) Rewarding Dependence: Giving children screens to stop complaining, completing assignments for them, intervening in conflicts, bringing forgotten items to school, and rescuing them from consequences all create immediate relief.
(31:22) The Incentives Become Clear: Parents say they want independence but may reward complaining, avoidance, forgetting, and dependence.
(31:48) Both Sides Get Trained: Children learn that discomfort produces rescue and that mistakes do not necessarily require correction. Parents learn that solving the problem themselves is faster and emotionally easier than teaching.
(32:32) The Long-Term Cost: The short-term reward is peace for both sides. The long-term cost can be less capability, reduced confidence, dependency, perpetual adolescence, conflict, and resentment.
(33:43) Let Consequences Teach: Jared encourages parents to give children tools and guidance while allowing appropriate consequences to run their course. Childhood provides a protected environment where mistakes are usually inexpensive and highly educational.
(35:48) Making Life Too Easy Is Its Own Risk: Jared pushes back against the idea that children already have too much difficulty. In many cases, he believes the bigger danger is removing too many challenges and therefore too many opportunities to grow.

VIII. Credit: Present Self Wins, Future Self Pays

(36:56) Easy Credit Separates Reward From Cost: Buying something produces immediate enjoyment, while payment can be delayed and divided into smaller future amounts.
(38:01) The Incentive Favors Consumption: We say we want both enjoyment and financial security, but easy credit strongly rewards spending now while assigning the cost to the future.
(38:31) The Future Self Gets No Vote: The present self receives the product and pleasure. The future self receives the bill.
(39:11) Reconnect the Cost: Jared suggests adding friction before purchases, tracking spending, using real money, paying credit cards in full every month, and automating saving and investing before discretionary spending begins.

IX. News Media: Attention Versus Information

(40:34) The Business Model Matters: News organizations may claim to inform, but many make money primarily by capturing attention and selling advertising.
(41:26) Attention Rewards Emotional Content: Outrage, conflict, fear, scandal, urgency, tribalism, dramatic forecasts, and unresolved stories generally hold attention better than calm, accurate, hopeful information.
(42:25) The Predictable Outcome: Audiences want understanding, but platforms are rewarded for engagement. The result is more sensationalism and emotionally charged content, while the cost appears in distorted perception, declining trust, and poorer public discourse.
(43:33) Three Ways to Improve Alignment: Jared recommends paying for subscription-based news, consuming multiple sources that disagree with one another, and remembering that reality is rarely located at the emotional extremes.

X. Become More Observant, Not More Cynical

(44:10) Plenty of Examples Remain: Jared acknowledges that he did not get to dating apps, commission-based businesses, healthcare, group projects, corporate promotions, government spending, university debt, or the many examples of good alignment he had planned to cover.
(45:52) Another Episode Is Coming: Rather than force everything into one discussion, he decides to extend the incentives and alignment series.
(46:15) Misalignment Is Not Everywhere: Jared intentionally focused on problems so listeners could learn to recognize them. Education, careers, parenting, money, and media also contain plenty of strong alignment, which is why those systems continue to function.
(47:11) Awareness Is the Goal: The desired result is not cynicism but greater observation. Once we learn to ask the four questions, incentives become easier to spot in workplaces, churches, marriages, politics, habits, and everyday decisions.
(47:33) Follow the Reward Forward: Look past what a person or system says it values. Identify what it rewards, then trace that incentive into the future and ask where it is likely to take everyone involved.
(47:47) Next Episode: The incentives and alignment series pauses for the first Vested listener feedback and listener questions episode!

032 - What We Want vs What We Reward