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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.

Start reading The five-minute version

The through-line: The craft and Facilitate, don't simulate and The REAL test and What remains valuable , the long reads these articles expand on.

  1. 1 Begin with the case for restraint argued from the expert's side, where the dangerous system is not the one that gets things wrong but the one that keeps being right. The competence ceiling
  2. 2 The same argument has a measured form one rung down, in a thousand students whose scores rose while the capability underneath them fell. The crutch effect
  3. 3 Restraint has now been argued from both ends of the room, so follow it to the money, where the incentive to keep you coming back turns out to be a published term in somebody's pay. The return rate bonus
  4. 4 Then take the loss honestly, because a market can be wired so that the product which proved itself is the one that leaves. The evidence trap
  5. 5 The way out of that wiring is to move the price off the hours entirely, onto the one thing the machines did not cheapen. Repricing on outcome
  6. 6 End with a test you can run yourself this afternoon, which settles in minutes what a marketing page will never tell you. The commerce excision test

You have walked Restraint, with receipts end to end: the expert, the learner, the payout formula, the loss, and the test. Restraint is not a mood a company is in. It is an arrangement of incentives written down somewhere, and reading it is now ordinary work that anyone can do.

Practice Run the commerce excision test on two things. The product you pay for most happily, and the product you resent paying for. Strip the pricing, the plan badges, the usage counters, and the upgrade prompt from each, and write down what stops working. Then write one sentence per product on what that result tells you about which of the two respects you, and keep both sentences somewhere you will see them the next time you are deciding what to subscribe to.

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