https://mnstry.org/topics/receipts/ Restraint is easy to assert, which is why the argument for it has to be built out of things a reader can check. These articles open with two measurements of what unrestricted help costs, one taken on experts and one on students, and then follow the argument into the accounts. A payout formula that pays partly for tomorrow's app open, a company that proved its product worked and left the consumer market anyway, and a test small enough to run on your own subscriptions before dinner. The through-line is that incentives get written down somewhere, and the writing is more often public than anyone expects. https://mnstry.org/writing/the-competence-ceiling/ https://mnstry.org/writing/the-competence-ceiling/ Why the dangerous assistant is the one that keeps being right, and what a structural ceiling on projected authority looks like. The canonical treatment of the competence ceiling. Mon, 03 Aug 2026 00:00:00 GMT https://mnstry.org/writing/the-crutch-effect/ https://mnstry.org/writing/the-crutch-effect/ The measured case for restraint in assistance, from a thousand students whose scores rose while their skills fell. The canonical treatment of the crutch effect. Mon, 03 Aug 2026 00:00:00 GMT https://mnstry.org/writing/the-return-rate-bonus/ https://mnstry.org/writing/the-return-rate-bonus/ How to read a company's answer to the business-model tell straight out of its payout arithmetic, using a meditation platform that pays teachers partly on how many listeners come back the next day. The canonical treatment of priced engagement. Mon, 03 Aug 2026 00:00:00 GMT https://mnstry.org/writing/the-evidence-trap/ https://mnstry.org/writing/the-evidence-trap/ What the shutdown of an FDA-designated chatbot in consumer mental health shows about markets where validation is expensive and silence is free, including the second tax nobody budgets for. The canonical treatment of the evidence trap. Mon, 03 Aug 2026 00:00:00 GMT https://mnstry.org/writing/repricing-on-outcome/ https://mnstry.org/writing/repricing-on-outcome/ The meaning economy's price mechanism, watched arriving across law, medicine, and coaching at once. The canonical treatment of repricing on outcome. Mon, 03 Aug 2026 00:00:00 GMT https://mnstry.org/writing/the-commerce-excision-test/ https://mnstry.org/writing/the-commerce-excision-test/ A falsifiable test anyone can run on any product in an afternoon, with the case of a company that ran it on itself and found out what its fees had actually been holding up. The canonical treatment of the commerce excision test. Mon, 03 Aug 2026 00:00:00 GMT