Probability and odds are two representations of the same information — the likelihood of an event occurring. Converting fluently between them is the mathematical foundation of AI-assisted betting: the AI model outputs probability; the bookmaker publishes odds; the EV calculation requires comparing them in the same units. Understanding this conversion, the bookmaker margin embedded in published odds, and the Shin's method for removing it determines whether your EV calculations are honest or systematically optimistic.
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