I am, after all, only human.
A living record of clarifications and refinements to the framework as it matures in practice. Entries are organized by the part of the book they touch and ordered most recent first within each part. A clarification sharpens wording that was open to more than one reading; a refinement states a rule that practice has tightened.
Example entries. The notes below are samples that illustrate the format of this page — one per part. They are not recorded changes to the framework. Actual clarifications and refinements will be recorded here as the framework matures in practice.
Parts
Gamma exposure describes where dealer hedging tends to dampen or amplify movement. It is a structural map of likely behavior, not a directional forecast — no level in the framework predicts price.
The framework is source-agnostic. Any gamma-exposure feed that resolves the level hierarchy is acceptable; the providers named in the text are illustrative, not required.
Pin confidence degrades when the gamma top sits within twenty-five points of the pin during the final ninety minutes of the session. Under that condition the pin is treated as advisory rather than structural.
The AI layer is a multiplier on understanding you already hold, not a substitute for it. Error detection is part of the workflow: every level the model returns is verified against the source panel before it informs a decision.
A short call strike must clear the highest absolute call gamma node by at least ten points before the structure qualifies. Where the published put wall sits far out of the money or above the call wall, substitute the nearest put gamma cluster below the gamma top.
The paper-mode validation target applies uniformly across every capital phase. Earlier wording that appeared to attach the target to a single phase is clarified: there is no phase-specific exemption from it.
Within each part, the topmost entry is the most recent. This page is maintained alongside the framework and updated as practice clarifies or tightens a rule.