Every day, an AI company called Mercor pays more than $4 million to as many as 30,000 contractors, hiring physics PhDs, voice actors fluent in Hebrew, and doctors with three years of primary‑care experience in Rwanda. Elon Musk’s xAI recruits novelists who’ve sold 50,000 copies or published ten short stories in top‑tier magazines. Microsoft CEO Satya Nadella wrote that AI had flipped Kenneth Arrow’s 1962 information paradox, calling it the “Reverse Information Paradox”: users pay a subscription, then must feed the model their business logic, internal data, and industry know‑how. Nadella calls the traces of those interactions “digital exhaust”—every prompt, API call, and correction—which the model inhales and turns into its own knowledge. Palantir CEO Alex Karp states customers want control over their means of production, not to watch them be transferred to others. Handshake, a recruiting startup, pivoted to data training only in 2025; by April this year, its annualized revenue had crossed $1 billion. Mercor’s CEO Brendan Foody says they are no longer hiring individuals but cloning entire companies, recreating an investment bank’s mirror environment where one person plays the client and others play bankers reenacting real business scenarios.