Entrepreneur
If a hard decision is counted against a person and not a job, the most valuable thing any agent holds is its model of one person, built mostly outside work and worth something only if it travels. That is why personal AI will win, and why every business needs a bring-your-own-AI policy. … readThe Charge Is Yours
The winner of any contest among honest guesses is the guess that overshot the most — three petroleum engineers proved it in deep water in 1971. AI turns every choice into that contest, with fields a thousand deep, and the disappointment built into picking the best of many is becoming the texture of ordinary life. … readWinning Is Bad News
Every score, filter, credential and KPI that ever worked was quietly collateralized by effort — a bet that the cheapest way to move the measure was to do the real thing. AI just repriced the fake, and measurement will survive by retreating to the outcome itself. … readThe Wager Inside Every Measure
The best advice a consultant can give a corporate client in 2026 is to stop mandating the company AI. Recruit the people who already brought their own, and spend the budget building the system of action their AI has to pass through. … readDo Not Make Them Use Your AI
Gen Z students are not rejecting work; they are rejecting weak trade-offs. Across fifteen recent studies, the pattern on AI is high adoption, mixed emotion, and a strong demand for guidance — and the students who benefit first are the ones who can show disciplined use. … readHigh Adoption, Mixed Emotion: What the Research Says About Gen Z, Work, and AI