Where a software company sits relative to its customers is a pure identity choice -- nothing in the economics forces it to be anywhere in particular. A physical-goods company doesn't get that choice: real shipping-distance economics can force a second location no matter how rooted or committed the founder is. That's not a smaller version of the same problem. It's a second, independent force pulling on physical-goods anchors that software anchors never face -- and conflating the two is a real diligence error.

Federal Hours-of-Service law caps a human trucker at 11 hours behind the wheel -- a real safety rule against fatigue, not a formality. Aurora's driverless trucks already run a 1,000-mile Texas-to-Arizona route that takes 15 hours straight through, not because the machine drives better, but because the safety law protecting the human never applied to it. Trucking supports 8.4 million jobs in a trade that takes 79 days to get licensed for.

Cutting hair for pay requires a license in all fifty states, and nationally it takes more days of training than becoming an EMT. None of that regulation, though, decides who employs the person holding the license once they clear it -- most working barbers and cosmetologists rent their chair and work for themselves, a structure that predates the word built to describe it.

Joshua8.AI publishes real, reproducible AI model benchmarks -- a 17-model, 30-round semantic-drift study grounded in real academic literature. TeraContext.AI, its portfolio company, applies the identical discipline (confidence scores, human review, source-cited answers) to commercial construction bidding, where a missed spec section becomes a real change order.

The Sherman Antitrust Act was ruled powerless against a 98% sugar monopoly and unanimously effective against Eugene Debs' union, months apart, in 1895. That asymmetry -- concentrated capital getting a real fight, organized labor getting broken by default -- runs in an unbroken line to Google's 2025 remedies ruling on one side and an NLRB left without a quorum on the other.

The Affordable Care Act requires coverage at 30 hours a week. The response — capping schedules at 29 — has run for over a decade, across restaurant chains, movie theaters, the country's largest private employer, and at least one state government's own part-time workforce.

Slant3D's new Louisville facility isn't about a bigger market -- it's about UPS's Worldport air hub putting 95% of the country within a half-day's flight. That single fact draws the real investment line between physical-goods and software companies: distance costs real, rising money for one and nothing at all for the other.

Nebraska built real agtech infrastructure starting in 1973 -- a university research institute, a tech-transfer office, a dedicated accelerator, a student-run venture fund. A 2026 University of Nebraska-Lincoln study measured the result: the state raised $45.1 million less agtech venture capital than its farm economy should predict, and its only real venture-scale outcome so far came from a construction-tech company instead.

Illinois paid Rivian $827 million to build EVs in a shuttered Mitsubishi plant. Volkswagen just became Rivian's largest shareholder, passing Amazon, the same year the federal EV tax credit disappeared entirely and a war in the Middle East sent gas prices to their highest August on record.

The closest real precedent for AI-driven job loss isn't a labor-market model -- it's the Great Migration, when cotton mechanization helped push six million sharecroppers off Southern farms and into Northern cities. Whose job disappeared usually tracked class, not race -- except when it was policy, not the economy, doing the displacing. Newark's Central Ward still hasn't fully recovered from that difference, sixty-plus years later.

By 2005, real language-processing companies existed in Las Vegas, a Boston suburb, Pittsburgh, and a small city outside Salt Lake City -- not one of them in Silicon Valley. Each was funded independently, wherever it already existed, by capital chasing one urgent national need.

Women-founded companies generate 78 cents of revenue per dollar invested, against 31 cents for male-founded companies -- yet receive just 1-2% of US VC funding. Black-founded startups fare worse still, at 0.48% in 2024 and falling.