The discretionary failure pattern
Discretionary de-risking fails in both directions, on a schedule.
The failure is not that discretionary traders never cut risk — it's that they cut it at the wrong times, in both directions. Early in a drawdown, when cutting would be cheap, the dominant emotion is denial: this is variance, the next trade wins it back, sizing down now would 'lock in' the underperformance. So full size persists into the teeth of the losing sequence. Then, somewhere deeper, denial flips to fear — and the trader slashes size at the exact depth where the edge, if it still exists, most needs deployment to climb out. The pattern is so consistent it's nearly a law: discretion de-risks late and re-risks late, maximizing time spent at the worst posture for the current state. A gate map inverts this by making the schedule public to yourself in advance.

