Opinion
Ryan Elliott Dennis takes the day’s hardest AI number and argues it against the grain, one industry at a time.
Today
Gold exploration money increasingly aims AI at ground miners already hold, while hunts for brand-new deposits hit a record low.
“Gold fell $120 in a single trading day this fall, the kind of drop that once meant war or inflation. Did Wall Street's AI trade reach into the oldest market in finance instead?”
Military Logistics
The Pentagon's record AI budget flows to contractors already wired for audits, while a suspended rule leaves small suppliers outside the same systems.
Broadband Providers
AI data centers are buying up the fiber and the crews that rural broadband needs, pushing the federal connection promise further behind schedule.
Restaurants
AI recommendation engines name the same few restaurant chains again and again, leaving most independent restaurants out of the answer.
Livestock Ranching
America's layoff tracker added a reason called Cattle Shortage this year, and the same packers scaling AI yield systems chose where its costs landed.
Commercial Brokerage
Two-thirds of commercial real estate professionals use AI every week, but the richest firms are the only ones buying the data that earns real trust.
Litigation
The world's AI hallucination tracker counts more self-represented filers than lawyers, revealing a justice gap the sanction headlines miss.
State Government
Nearly every state says it already has an AI policy, but the people running the systems report active enforcement far less often.
Higher Education
Employers are betting degrees matter more in the AI era, just as colleges abandon the tools that proved students did their own work.
Magazines
Bauer Media closed the digital unit chasing search scale, keeping the brands themselves, as AI search cuts hit small publishers hardest.
Department Stores
Macy's and Kohl's built AI shopping assistants, yet Amazon still closes most AI-guided purchases that start elsewhere.
Rail Freight
Union Pacific promised lifetime jobs to win labor's support for its Norfolk Southern merger, yet its own numbers show the industry absorbing growth through attrition.
Refining
Refinery workers tried to bargain over AI risk months before any tracker counted a single industrial job lost to it.
Aerospace Manufacturing
Goldman ties AI job cuts to the next recession, and Boeing already lived that cycle twice before.
Software Engineering
Juniors fell to 9 percent of Anthropic's technical hires. Across 21,000 U.S. firms, the biggest AI spenders added entry-level staff.
Primary Care
A Lancet study logged 98 AI-led primary care chats with a clean safety record, each one running under a doctor's constant watch.
Investment Banking
Wall Street's AI lending fell 80 percent in three months as pension funds and insurers picked up the risk banks dropped.
Museums and Galleries
Bloomberg found attorneys billing AI firms $400 an hour to train models, while a museum guide fears the same machines replace her for free.
Cryptocurrency Exchanges
Bots drive most of Solana's exchange volume, and a new study finds the top 1 percent of wallets capture 81 percent of the gains.
Academic Research
SSRN removed 253 papers from one professor, exposing a peer review system that struggles to judge real research from fast output.
Warehouse Labor
The IMF warns AI exposure will touch forty percent of jobs, but in warehouses, the fastest losses hit entry-level work while veteran staff keep jobs.
Copper Mining
Copper's AI-driven price record is funding automated mines that hire technicians, while the truck drivers those mines once employed get left out.
Defense Contracting
A $90.7 billion defense AI contracting surge concentrates in a handful of firms, leaving veteran-owned and women-owned small businesses with a sliver of the money.
Wireless Carriers
A new Revelio Labs count shows global call center jobs falling for eight straight quarters, and Verizon and AT&T show which workers lose their route into office work first.
Hotels
A new hotel-chain survey counts near-universal AI adoption, yet a separate study of the same chains finds four in five revenue teams still filing reports by hand.
Row Crop Farming
A widely cited adoption survey counts most farmers trying AI chatbots, but corn and soybean growers, the largest segment of American agriculture, remain the least likely to call the technology useful.
Residential Brokerage
Residential brokerages report AI use everywhere while Realtor membership drops by more than 140,000 since 2022, a decline every major layoff tracker in America misses entirely.
Corporate Law
AI drafts first-pass contracts across corporate law now, but billable hours rose nearly three times their historic pace in 2026, and equity partners are the ones banking the gain.
Federal Administration
Federal AI contracts grew almost twentyfold in two years to $91.8 billion, but the Pentagon holds 98.9 percent of it, leaving the agencies that serve veterans and taxpayers short on both staff and software.
K-12 Schools
New York City's ban on classroom AI protects two-thirds of its students on paper, but Google turned on the same technology by default for 150 million children worldwide the same month.
Newspapers
McKinsey says artificial intelligence will leave the American economy with more jobs than it has today, but the newsroom cuts inside McClatchy show which industry pays that bill first.
Grocery
DoorDash says its AI shopping assistant delivers bigger baskets and faster checkout, but the fifty percent gain it celebrates is revenue for delivery platforms drawn from household grocery budgets.
Trucking
Aurora Innovation says autonomous trucking already supports 17,000 jobs, but federal data show trucking employment fell by 124,500 positions since October 2022.
Oil and Gas Exploration
BloombergNEF says AI data centers will burn more gas than every nation but four by 2035, and gas explorers are betting their drilling budgets that the demand shows up on schedule.
Automotive Manufacturing
Toyota's four hundred thousand robots and General Motors' fifty cobots write two very different arithmetic problems, and the paperwork behind each one reveals who actually pays when a factory automates.
Enterprise Software
Salesforce's Agentforce revenue grew 240 percent this year by billing enterprises for units of agent work in place of human seats, and Gartner says that meter keeps climbing.
Hospital Systems
A Stanford benchmark let a text-only model outscore human radiologists by guessing from the question, and hospital executives are citing similar scores to argue for fewer of them.
Commercial Banking
A study of 1.25 billion job postings finds AI adding senior jobs and subtracting junior ones, which falls heaviest on the one trade that grows all its own talent.
Newsletter · coming soon
The emails start soon. Subscribe now for early access: Todai, the daily AI email, the day’s pieces, or both.
