Campbell Kitts Blog

When Algorithms Decide What You Pay Imagine two shoppers browsing the same online store at the same moment for the identical product. One sees a price of $49.99; the other is charged $64.99. No coupon, no membership difference, no supply shortage—just data. This is surveillance pricing : the practice of using personal data and artificial intelligence to set individualized prices based on what an algorithm predicts each consumer is willing to pay. Unlike traditional dynamic pricing , which responds to market-wide factors such as inventory levels, demand spikes, or time of day (think Uber surge pricing during a concert or airline tickets rising as seats fill), surveillance pricing targets the individual. It draws on location, demographics, browsing history, shopping patterns, device type, mouse movements, abandoned carts, inferred income, battery life, and more to estimate a person’s “ reservation price ”—the maximum they will accept before walking away. Origins The roots of personalized...

  The horseshoe theory (sometimes called the horseshoe effect in political discourse) proposes that the political spectrum is not a straight line with the far-left and far-right at opposite poles. Instead, it curves like a horseshoe , so the extremes bend toward each other. The moderates and centrists sit at the open curve, while the tips—representing authoritarian or extremist tendencies—come closer together than either does to the center. Proponents argue that both far-left and far-right ideologies often share traits like intolerance of dissent, a willingness to use state power or violence for ideological purity, cult-like leadership, suppression of free speech, and a binary “us vs. them” worldview, even if their stated goals (class equality vs. national/racial purity) differ sharply. The idea has roots in observations from the 20th century, with the metaphor appearing in Weimar Republic discussions around groups like the Black Front. French philosopher Jean-Pierre Faye popul...

p>   The Cato Institute ’s Revelatory Study: How Immigrants Delivered a $14.5 Trillion Fiscal Surplus to America (1994–2023) – And Why the “Job-Stealing” Myth Refuses to Die In an era of heated debates over borders, budgets, and belonging, one think tank has delivered data that challenges entrenched narratives. The Cato Institute’s February 2026 white paper, “Immigrants’ Recent Effects on Government Budgets: 1994–2023” , authored by David J. Bier, Michael Howard, and Julián Salazar , concludes that the U.S. immigrant population—legal and illegal—generated more in taxes than it consumed in benefits every single year for three decades. The cumulative result: a staggering $14.5 trillion fiscal surplus in real 2024 dollars ($10.6 trillion in direct net taxes plus $3.9 trillion in avoided interest on public debt).  Immigrants paid roughly 17% more in taxes per capita than native-born Americans while costing 26% less in benefits (excluding pure public goods like national defens...

I’ve been getting the same curious questions over and over:  “Wait… I thought you were building flats? Weren’t you a handyman or franchisor or something? Then I saw you doing Parcel Force deliveries… Real estate not working out? Franchise stalled? And now you’re suddenly into farming? You haven’t even finished the flats and you’ve moved on to agriculture? Oh wait — you’re not even planting anymore… you’re building an app?” My answer is always the same, with a smile: Zoom out. You’re standing too close. This life we’re living? It’s one giant, beautiful puzzle. The way you solve any puzzle is simple: you start with the edges, keep the big picture in mind, and patiently fit the pieces together — even when they don’t slide in exactly how you expected. Every chapter of our journey — hospitality, deliveries, franchising, real estate — wasn’t a random detour. They were all edge pieces.  And right now, those pieces have clicked together into something exciting. It all started on our...