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All of this is fine for real-valued inputs and outcomes. It's the number of events (coin flips, measurements, etc) that we're restricting to be countable.



No, the number of events is necessarily also finite or uncountable. Indeed, it is a nice exercise that there are no countably infinite sigma algebras (extra credit for a solution!).

It's just can't take uncountably many events, take their union, and assume that the result is also an event.




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