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Research notes, EA reviews and real-account breakdowns — the thinking behind what we publish.
Make blue dots rare and people start calling purple ones blue. An oystercatcher will abandon its own egg for a more egg-like fake. AI need not replace you; it only has to nudge "normal" upward a few dozen times a day. We name that half CCAA and give an experiment that could start tomorrow.
Six-fold disagreement on one question — definitional, not a research-quality problem. The alternative: build it bottom-up from three quarterly-filed AI revenue lines.
We parsed all 90 of Vertiv's (NYSE: VRT) Forms 4 over twelve months, 150 transactions, one at a time. Strip out cashless exercises and net accumulators and the usable figure is $100.8m — of which 91.9% came from the board, while the CEO and CFO sold nothing. Reproducible steps included.

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For ten consecutive quarters Vertiv disclosed order growth, book-to-bill and backlog every quarter. In Q4 2025 those read +252%, 2.9x and $15.0bn — and on the same call management announced they would no longer be reported quarterly; both releases since count zero. Includes the reproducible method, and the trap that produces the opposite conclusion if you skip it.