May has two different meanings:
1. Permission
Ex: My manager replied to my email with a terse refusal: “You may not take this afternoon off. Sorry.”
2. Possibility.
Ex: According to the forecast, it may rain tonight.
Can denotes the ability to do something, as these examples illustrate.
Ex: Camels can go great distances without water.
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