#16 - The AI Dividend Has One Red Row

BCG drew a chart of who wins from AI. Four rows have green in them. One row doesn't.

A chart, two studies, a courtroom, and a tokenizer — four stories about where the AI dividend actually flows, and who pays for it.

In this episode:

📊 The BCG chart: one row stays red (02:15) — Boston Consulting Group's "AI dividend" analysis across 13 industries: consumers win in 11/13, shareholders and compute sellers win almost everywhere. Employees? Red in 9/13, with zero green cells anywhere in the table.

⚖️ The great contradiction: "nothing yet" vs. China's screens (09:30) — NBER surveyed ~6,000 executives: 90%+ saw no measurable jobs/productivity effect. YouGov surveyed workers: only 3% lost a job to AI, 6% gained one that didn't exist before. Meanwhile on Douyin, 89 of the top 100 micro-dramas are now AI-made — up from 655 to 74,000 in a year. The flood comes sector by sector, not everywhere at once.

💶 €825 million for letting the algorithm fire people (17:00) — The Netherlands' privacy regulator fined Uber for suspending/deactivating drivers via automated decisions with no human review — one of the biggest privacy fines in European history.

🌍 Your AI bill depends on the language you speak (23:00) — A founder ran the UN Human Rights Declaration through a tokenizer in 22 languages: German costs 27% more tokens than English, Dutch 38% more, Vietnamese 3.4x. Same meaning, very different bill.

The model announcements get the headlines. The distribution decides your life.

📱 Ping Malcolm on WhatsApp/Telegram/Signal: +43 676 6144 904 — which of your three rows is the biggest: salary, ownership, or consumption?

🌐 werchota.ai

AI Neanderthal — AI news for humans, not robots. Same cave tomorrow.