Local Volatility in Terms of Implied Volatility
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Loosely speaking:
Local volatility is the instantaneous volatility at time T if the spot is S at that time.
Implied volatility is the expected integrated volatility from today up to time T if the spot ends up at S at that time.
Note that there is a typo in the article