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Research & Field Notes

Notes on AI chart canvasing, market structure, and portfolio books.

Practical writing on inspecting price structure inside AI Canvas, tracking spot and defensive reserve holdings, and measuring journal expectancy.

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AllAI Chart CanvasRisk & MacroTokenized RWAsPortfolio

Portfolio

2026-11-11 · 5 min read

Keeping Spot Holdings Apart from Futures Books

Mixing long-term spot accumulation lots and defensive hedges with leveraged futures distorts win rates and drawdown math.

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Portfolio

2026-11-10 · 6 min read

Beyond Win Rate: Profit Factor and Net Expectancy

A high hit rate still leaks capital after funding and taker fees. Read profit factor and expectancy directly from persisted trade logs.

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Non-custodial AI Chart Canvasing and multi-asset trade bookkeeping—mapping live market structure alongside isolated Portfolio Books and verified risk math.

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