The Inference Report

April 27, 2026
From the Wire

The market is sorting itself into two distinct plays: those betting that AI replaces human judgment and those betting it augments it. The Royal Docks research demolishes the headcount narrative, showing that companies slashing staff for productivity gains are optimizing for the wrong metric, yet the layoffs continue because the signal is immediate and the stock market rewards it instantly. Meanwhile, the actual work of embedding AI into existing systems reveals friction the press releases never mention. UK executives don't know where their data goes when it feeds overseas AI models. Advertising agencies are struggling to respond to automation not because the technology doesn't work, but because consumers still demand authenticity that algorithms struggle to manufacture. Boards are hiring AI tools for prep work, not strategy. Real estate is being priced in Anthropic equity because Bay Area capital formation has become inseparable from a handful of AI companies. The pattern isn't that AI is transforming business; it's that businesses are making binary bets on replacement versus augmentation, and the replacement story is easier to sell to investors even when the augmentation story is what actually drives value. The UK's resistance to EU AI rules isn't about principle; it's about protecting a sector that's already chosen sides in the US-China split. Energy efficiency methods like EnergAIzer matter because data center capacity is now the real constraint on deployment, not model capability. The infrastructure is being built faster than the business models that justify it.

Sloane Duvall