StokeOnStocks

StokeOnStocks

Notes on financial AI, model risk, sizing, and trading-desk systems.

Series

Rulers Before Models

How models mark, hedge, and spend under Clearance rights

A long-form series on building, gating, and operating AI on a stock-trading desk: rulers and probability, evaluation and completeness, the desk objects and rates spine, orchestration, the three-plane constitution, casebook, depth, and the field manual, one essay per book chapter.

2 parts 53 essays

Series

Financial AI

Edge, sizing, validation, and the closed loop

A long-form series drawn from the Financial AI textbook — probability and EV, Kelly sizing, signal discovery, microstructure, validation gauntlets, regimes, LLM governance, and daily alpha closure.

10 parts 62 essays