ZTrader Macro & AI Notes

ZTrader Macro & AI Notes

THE QUANT PRIMER 02 | THE SHAPE OF RISK

Volatility, leverage and the conditions that remove choice

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Dorian
Jul 22, 2026
∙ Paid

Risk becomes easier to discuss after it has been compressed into a number.

In the quant world there are many metrics to compare: A portfolio runs at twelve percent volatility. The position contributes forty basis points of daily value-at-risk. The systematic fund targets a ten percent annualized standard deviation.

These figures are useful because they a…

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