AI Advisory

Today's topic is what I call "The AI Visibility Illusion." This is one of the most deceptive dynamics emerging right now — and it disproportionately affects people who are early adopters. The exact people who should be winning. The illusion works like this. You're using AI consistently. You're experimenting with tools. You're producing faster than ever. You're shipping more. Your output has increased. Your workflow feels sharper. Listen to the full episode above, or visit dmpenterprisellc.com for more strategies on using AI in your business. — David Peterson, DMP Enterprise LLC

Welcome to AI Advisory — where we break down how artificial intelligence is reshaping the way we work, think, and live. I'm David Peterson, and this show is presented by DMP Enterprise LLC. In each episode, we go beyond the headlines to explore practical ways you can use AI — whether that's in your business, your career, or your everyday life. Listen to the full episode for the complete breakdown. Presented by DMP Enterprise LLC. For more tools, insights, and practical AI strategies, visit dmpenterprisellc.com.

For years, the limiting factor in productivity, creativity, and scale was access to capability. You needed specialized skills, time, and teams. That constraint is collapsing — and something else has quietly taken its place. The new bottleneck is not what AI can do. It's what you choose to do with it. You can now generate code, analyze data, write strategy memos, design products, and simulate decisions in minutes. Listen to the full episode on the AI Advisory podcast, or visit dmpenterprisellc.com for more strategies on using AI in your business. — David Peterson, DMP Enterprise LLC

There's a structural divide forming right now in the AI economy. It's subtle, but it's accelerating. And importantly, it's not about access. The tools are widely available. Models are improving across the board. Interfaces are becoming more user-friendly by the week. So why are outcomes diverging so dramatically? Because access is no longer the constraint. Capability is. More specifically, the capability to translate AI from a novelty into a... Listen to the full episode. Visit dmpenterprisellc.com for more. — David Peterson, DMP Enterprise LLC

Somewhere between the résumé and the actual work, something has broken. Output no longer tells you what it used to tell you about the person who produced it. Strong analysis, clean writing, functioning code — these used to imply a mind that understood the subject. Now they can just imply a person who knows how to operate a tool. I call this The AI Competence Illusion. It is quietly reshaping how people are evaluated, hired, trusted, and... Listen to the full episode on AI Advisory. For more on using AI in your business, visit dmpenterprisellc.com. — David Peterson, DMP Enterprise LLC

Today we unpack the Decision Compression Effect: how AI collapses the multi-step chain of gather, filter, analyze, interpret, and act into near-instant outputs — and why that shift matters more than most people realize. When decisions compress, power shifts away from intermediaries and toward people closest to the problem. The bottleneck moves from analysis to judgment. We walk through what this means for pricing, careers, startups, and the broader economy, and lay out four practical moves for operating with AI leverage without outsourcing your thinking. Presented by DMP Enterprise LLC. Visit dmpenterprisellc.com for more AI strategies for your business.

Welcome to AI Advisory — where we break down how artificial intelligence is reshaping the way we work, think, and live. I'm David Peterson, and this show is presented by DMP Enterprise LLC. In each episode, we go beyond the headlines to explore practical ways you can use AI — whether that's in your business, your career, or your everyday life. If you want to understand what's changing, what actually matters, and how to stay ahead of it,... For more tools, insights, and practical AI strategies you can start using right away, visit dmpenterprisellc.com. This podcast is presented by DMP Enterprise LLC. — David Peterson

AI is compressing the time it takes to go from idea to execution — and that compression is fundamentally changing who wins in business. In this episode, we explore the Execution Compression Effect: how AI is collapsing the traditional layers of ideation, production, and distribution, why judgment becomes the key differentiator when execution becomes cheap, and how to build systems that compound your advantage over time. For more AI strategies, visit dmpenterprisellc.com. Presented by DMP Enterprise LLC.

Today's topic is one of the most important structural shifts happening in the economy right now — and it's still massively underappreciated. We're talking about AI skill arbitrage. This is not just a trend. It's not just about productivity hacks. It's not about writing faster emails or generating social media posts. This is about a fundamental mismatch between what it costs to produce value and what the market is still willing to pay for that val… For more tools, insights, and practical AI strategies, visit dmpenterprisellc.com. Presented by DMP Enterprise LLC. — David Peterson

There is a structural shift happening in the economy, and most people are underestimating it. For decades, scale won. Large companies had advantages in distribution, capital, hiring, and execution. If you were small, you were at a permanent disadvantage. You moved slower, had fewer resources, and couldn't compete on efficiency. That assumption is now breaking. AI is not just a tool. It is a leverage multiplier. And more specifically, it... Presented by DMP Enterprise LLC. Visit dmpenterprisellc.com for more AI strategies.

Artificial intelligence is not just another wave of technology. It represents a structural shift in how value is created in the economy. And to understand why this matters, you have to start with a simple premise: for the first time at scale, machines are beginning to replicate aspects of human cognition. Not perfectly. Not completely. But enough to materially change how work gets done.

Welcome to the show. Today we are going to talk about artificial intelligence in a way that most conversations do not. This is not an episode about futuristic speculation, hype cycles, or tools you should rush to buy. This is an episode about AI advisory. What it really means. Why most organizations misunderstand it. And how leaders should actually think about artificial intelligence if they want durable advantage rather than expensive experiments.

If you’ve ever ended your workday wondering where all your time went, you’re not alone. In nearly every business or career, a small set of repetitive, low-value tasks drains the majority of our productive hours. This is the Pareto Principle in action: 20% of your workload consumes 80% of your energy. The good news? With AI, you can identify and automate that 20%—freeing up hours each week for higher-value work that actually moves the needle.

Welcome to AI Advisory — the podcast and publication dedicated to keeping you ahead in the age of artificial intelligence. I’m your host, David Peterson, and today we’re exploring one of my favorite topics: how to use AI in your personal life. Most people still think of AI as a workplace tool. Something for data scientists, corporate strategists, or maybe a productivity booster for busy executives. But here’s what often gets overlooked: some of the most life-changing applications of AI happen outside of work. In fact, the ways AI can help you in your personal life are often easier to start, faster to benefit from, and in many cases, more fun.

AI is often sold as a time-saver — and it’s true. With the right tools, you can automate repetitive tasks, draft faster, analyze data in minutes, and respond to customers at scale. But here’s the thing: simply saving time doesn’t guarantee you’ll grow your business, increase profits, or hit your next career milestone. The real differentiator isn’t how much time AI gives you back — it’s how you reinvest that time. This is what I call the AI Time Dividend. Just like a financial dividend can be spent or reinvested, the hours AI frees up can either disappear into busywork… or be strategically used to accelerate results.

Artificial intelligence has moved past the novelty stage. Chatbots, generative content, and automation tools are no longer just “cool tech” — they’re quickly becoming baseline expectations in competitive industries. But for many businesses, AI adoption is still stuck in experimentation mode. They try tools, dabble with prompts, maybe even run a pilot project — but struggle to translate that into measurable returns. If you want AI to pay off in productivity, customer experience, and profitability, the key is shifting from one-off experiments to a deliberate, ROI-focused AI strategy. Here’s how to bridge the gap.

The job search process has changed more in the last two years than in the previous twenty. If you’re still applying the old-fashioned way—sending out the same resume, writing every cover letter from scratch, and spending hours hunting for roles—you’re already behind the curve. Artificial Intelligence is now one of the most powerful tools in a job seeker’s arsenal. Used correctly, it can cut your search time in half, sharpen your applications, and even prep you for interviews better than any career book ever could. Here’s your playbook for using AI to go from “just another applicant” to “top contender.”

Today’s episode we’re exploring the world of AI-generated images: how tools like Midjourney, DALL·E, and others are transforming the way we create visuals for work, education, and creative projects.

In this episode, we’re exploring AI in education — specifically, how teachers are using it to personalize learning in ways that used to take hours, sometimes days, of planning. We’ll look at the latest AI integrations in classroom tools, break down a step-by-step method for creating custom quizzes and study guides in seconds, and share the story of a high school teacher who used AI to boost student engagement without increasing their workload.

in this episode, we’re exploring a concept that helps you predict what’s going to last — not just in books and technologies, but in habits, institutions, and even personal decisions. It’s called the Lindy Effect — and it offers a surprising insight: The longer something has survived, the longer it’s likely to keep surviving. Let’s get smarter. What Is the Lindy Effect? The Lindy Effect comes from a blend of observation and mathematics. The core principle is this: For non-perishable things — like books, ideas, or technologies — their future life expectancy is proportional to their current age.

Today, we are dealing with a concept that flips conventional wisdom upside down. In most cases, higher prices reduce demand — that’s Econ 101. But what if, in some markets, raising the price actually increases desire? That’s the paradox of the Veblen Good — a product that becomes more appealing the more expensive it gets. Let’s get smarter.

Today, we’re digging into a concept that helps explain why certain services — such as college tuition, healthcare, or live theater — continue to increase in cost, even when their quality doesn’t appear to change. It’s called Baumol’s Cost Disease, and while the name sounds medical, it’s really about the economics of labor, productivity, and pricing. Let’s get smarter. What Is Baumol’s Cost Disease? Baumol’s Cost Disease is a theory developed by economists William Baumol and William Bowen in the 1960s. Their original question was: Why do costs rise so quickly in performing arts, like live orchestras and theater, even when productivity doesn’t improve?  

Today we’re tackling a principle that once dominated economic thinking — a phrase you’ve probably heard boiled down to: “Supply creates its own demand.” This is Say’s Law, a foundational idea in classical economics — and also one of the most hotly debated. Let’s get smarter.

This is the Law of Supply and Demand — the invisible force behind price changes, market movements, business strategy, and even what you pay for eggs. Let’s get smarter. What Is the Law of Supply and Demand? At its core, the Law of Supply and Demand explains how prices are determined in a market economy through the interaction of two forces: Demand: How much of a good or service people want at different prices Supply: How much of that good or service producers are willing to offer at those prices When these two forces meet, they create a market equilibrium — a price and quantity that balances what buyers want with what sellers are willing to provide. Prices aren’t random. They’re signals — constantly adjusting to match supply and demand in real time. Let’s Break It Down

Today we’re revisiting a cornerstone of international economics. It’s a concept so simple in logic yet so powerful in implication that it underlies the entire modern global trading system. This is the Theory of Comparative Cost — and it explains why countries, companies, and even individuals should specialize in what they do best, even if they’re better at everything. Let’s get smarter. What Is the Theory of Comparative Cost? The Theory of Comparative Cost, more commonly known as Comparative Advantage, was developed by the British economist David Ricardo in the early 19th century. Here’s the core idea: A country (or person) should specialize in the goods or services for which it has the lowest opportunity cost, and trade for everything else — even if it could produce all of them more efficiently.

Today we’re exploring a foundational model that tries to answer a huge question: What drives long-term economic growth? It’s called the Solow Growth Model, and it’s one of the most important tools economists use to understand why some countries grow rich, while others stay poor — and what it takes to sustain prosperity over time. Let’s get smarter. Why Study Growth? In economics, we care a lot about GDP growth — the rate at which an economy produces goods and services.

today we’re looking at a concept that’s as provocative as it is controversial — a theory that asks: Does inequality get worse before it gets better? It’s called the Kuznets Curve, and it’s been central to debates about growth, fairness, and whether rising prosperity naturally leads to a more equal society. Let’s get smarter. What Is the Kuznets Curve? The Kuznets Curve is a graphical hypothesis that suggests there’s a predictable relationship between a country’s level of economic development and its level of income inequality. The shape of the curve is an inverted U: At the early stages of development, inequality rises. At later stages, inequality falls.

Today we’re diving into a concept that transformed not only economics, but also political science, business negotiations, and military planning. It’s called the Nash Equilibrium, and it explains why — in many strategic situations — people don’t necessarily choose the best overall outcome… but instead settle on a stable one, even if it’s suboptimal. Let’s get smarter. What Is a Nash Equilibrium? A Nash Equilibrium occurs when each player in a game chooses their best strategy given what everyone else is doing — and no one has anything to gain by changing their own choice alone. In simpler terms: once everyone has chosen their strategy, no one wants to move — because moving makes them worse off unless others move too. It’s a state of mutual best responses — a kind of strategic ceasefire.  

What Is the Phillips Curve? The Phillips Curve is a graphical representation of the inverse relationship between inflation and unemployment. In its original form, it suggests that: When unemployment is low, inflation tends to rise. When unemployment is high, inflation tends to fall. The idea is that tight labor markets drive up wages, which in turn push up prices — leading to inflation. Conversely, during periods of high unemployment, wage growth slows, reducing inflationary pressure. So the curve suggests a trade-off: if you want lower unemployment, you might have to accept higher inflation — and vice versa.

today we’re going back to one of the foundational ideas in classical economics. It’s a theory that explains why some land is more valuable than other land, why landlords profit even without improving anything, and why inequality in resource ownership can persist for centuries. This is David Ricardo’s Theory of Rent — a simple, elegant model that reshaped how we think about land, location, and economic surplus. Let’s get smarter.

What Is Creative Destruction? The phrase was popularized by economist Joseph Schumpeter in the 1940s. In his book Capitalism, Socialism and Democracy, he described capitalism as a system of constant upheaval — where new innovations relentlessly destroy old ways of doing things. His exact words? “The process of industrial mutation... incessantly revolutionizes the economic structure from within, incessantly destroying the old one, incessantly creating a new one. This process of creative destruction is the essential fact about capitalism.” It’s not just a side effect — it’s the main event. Innovation doesn’t politely add new features. It breaks things. It replaces jobs, bankrupts old businesses, and reorganizes entire markets.

I’m David Peterson from the DMP Strategy Group, and today we’re turning back the clock to explore one of the most influential — and, in many ways, controversial — economic theories of the past 200 years. This is Malthusian Theory, and it’s all about a fear that has haunted societies for centuries: What happens when population growth outpaces the food supply? Let’s get smarter.

Welcome to another insightful episode of Smarter in 10, where we explore the transformative power of the 10-year question. Host David Peterson of the DMP Strategy Group introduces a pivotal shift in career thinking. Instead of being trapped in short-term cycles, learn to shape your professional and personal life by envisioning where you want to be in a decade. The episode unfolds key strategies used by elite performers to reverse-engineer success through "backcasting." Discover how to zoom out, prioritize clarity over chaos, and build a career path aligned with a long-term vision. From thought experiments and role audits to annual resets and milestone maps, this episode equips you with the tools to design your future intentionally and strategically.

Welcome to another episode of Smarter in 10, where big ideas meet eager minds. This time, David Peterson from the DMP Strategy Group explores the concept of building a career moat, an essential strategy for safeguarding and enhancing your value in the fast-evolving job market. Discover how to construct your personal moat by developing a unique combination of skills, reputation, network, adaptability, and platform. Learn to become indispensable, not just employable, with insights on skill stacking, reputation management, networking, adapting to change, and owning your narrative. Whether you're perfectly content in your current position or looking to brace for future job market challenges, this episode provides practical steps for auditing and strengthening your moat. Equip yourself with the tools to not only survive but thrive amidst change. Tune in and future-proof your career today!

today we’re talking about a subject that sits at the heart of your working life: how to find work that actually fits you — not just your résumé, not just your bills, but you. It’s called The Career Compass, and the goal today is not to give you a magic answer, but to help you ask better questions. Because until you get the questions right, you’ll never get the career right. Let’s dive in. 🧭 Why Most People Drift Let’s be honest: many people fall into their careers. Maybe you took the first job that said yes. Maybe you picked a major, then stuck to the default track. Or maybe you followed the prestige — law, finance, tech — only to wake up wondering why you feel out of place in a “successful” life.  

Today we’re tackling one of the most controversial and politicized ideas in economics: a concept that’s been used to argue for lower taxes, stimulate growth, and at times — let’s be honest — oversimplify fiscal policy. It’s called the Laffer Curve, and it asks a bold question: Can raising taxes actually reduce revenue? Let’s get smarter.  

We’re talking about Behavioral Economics — and more specifically, how nudges can help steer decision-making without restricting freedom. This is the science behind why you choose the salad or the fries, why you sign up for retirement savings or don’t, and how small design tweaks can have outsized effects on behavior. Let’s get smarter.

What happens when everyone acts in their own self-interest with shared resources? In this episode, we explore the Tragedy of the Commons - a fundamental concept that explains everything from overfishing and climate change to traffic congestion and office kitchen etiquette. Discover why rational individual choices can lead to collective disaster, learn about real-world examples that affect your daily life, and find out what solutions actually work to prevent these tragedies. Whether you're interested in economics, environmental issues, or just understanding human behavior, this episode will change how you see shared spaces and resources forever.

Monetarism is a macroeconomic theory that emphasizes the importance of money — specifically, the supply of money — in determining a nation’s economic health. The central claim? “Inflation is always and everywhere a monetary phenomenon.” That’s economist Milton Friedman, the intellectual father of Monetarism. Friedman argued that when a central bank increases the money supply faster than the economy grows, inflation is inevitable. Too much money chasing too few goods — prices rise. Simple as that.  

Today we’re diving deep into one of the most elegant and misunderstood concepts in economics — a theory that justifies global trade, shapes how countries structure their economies, and even offers insight into how you should manage your time and career. It’s called Comparative Advantage, and it’s far more than a textbook concept — it’s the economic engine behind international cooperation, specialization, and prosperity. Let’s get smarter. 🧠 The Big Idea At its heart, comparative advantage is about doing what you’re relatively best at. It doesn’t matter if someone else is better at everything than you. What matters is where your opportunity cost is lowest — meaning, what you give up by choosing to do one thing instead of another.

Modern Monetary Theory is a bold rethinking of public finance. It says the real constraint on government spending isn’t money — it’s resources and inflation. Taxes don’t fund spending; they manage demand. Deficits aren’t inherently bad; they’re just the difference between what the government injects and what it takes out. Whether you see MMT as a dangerous fantasy or a necessary evolution, one thing’s clear: it’s changing how we think about debt, budgets, and economic potential. So next time someone says, “We can’t afford it,” ask: Can we really not afford it — or are we just choosing not to try?  

Today we’re diving into a concept that sits at the heart of modern finance — a theory that challenges your favorite investing guru, calls into question Wall Street’s smartest traders, and even suggests that stock-picking might be a fool’s errand. It’s called the Efficient Market Hypothesis, or EMH — and it asks one provocative question: Can you actually beat the market? Let’s get smarter. 📈 What Is the Efficient Market Hypothesis? At its core, the Efficient Market Hypothesis says this: all available information is already reflected in asset prices.

It’s called Game Theory — and once you understand it, you’ll start to see strategic games playing out everywhere. Let’s get smarter. 🎯 What Is Game Theory? Game Theory is the study of strategic interaction. It’s the science of decision-making when your outcome depends not just on what you do — but also on what someone else does. In other words, it’s not just about choosing the best option. It’s about choosing the best option given what others are choosing.

Today, we’re diving into a school of economic thought that champions freedom, distrusts central planning, and sees recessions not as problems to be solved — but as necessary corrections. This is Austrian Economics, a perspective rooted in individual choice, sound money, and skepticism toward government interference. Let’s get smarter. To understand Austrian economics, we need to start with its origins. The Austrian School began in the late 19th century, with Carl Menger, who argued that value is subjective — determined not by the labor it takes to produce something, but by how much someone wants it. This was a major shift from classical economics.

Today, we’re diving into a theory that transformed modern economics, changed how governments handle recessions, and explains why sometimes… the best way to save the economy is to spend, spend, spend. It’s called Keynesian Economics — and whether you realize it or not, it affects your paycheck, your taxes, and your job security. Let’s get smarter.

The Economics of space travel

Interest rates influence how much you pay for a car, a house, your credit card, even how many jobs get created and how fast the economy grows. But most people don’t really know how they work, who sets them, or why they change. That’s what we’ll unpack today — clearly, practically, and without the jargon. Let’s get smarter. Let’s start with the simplest definition: an interest rate is the cost of borrowing money. If you take out a loan for $10,000 and agree to a 5% annual interest rate, you’re agreeing to pay $500 a year in interest. That’s your cost for using someone else’s money.  

Inside the Stock Market Crash of 1929

today we’re answering a deceptively simple question: Why do companies go public? If you’ve ever heard the buzz around an IPO — an Initial Public Offering — and wondered what it really means, why it matters, or how it changes a company’s future, this episode is for you. Let’s get smarter. Let’s start at the top: what does it mean when a company “goes public”? When a company goes public, it means they’re offering shares of their business for sale on a public stock exchange — like the New York Stock Exchange or the Nasdaq. These shares become available to everyday investors, not just insiders, founders, or venture capitalists. Going public is a huge milestone. It transforms a business from private ownership to a publicly traded entity. But to understand why companies go public, we need to step back and look at how most businesses start.

Today we’re pulling the curtain back on one of the most significant — and most misunderstood — financial decisions in a person’s life: college. How did higher education go from a stepping stone to a burden? Why is student debt in the trillions? And is a degree still worth it? Let’s get smarter.