The first one is grammatically correct, but the second one is not.
Okay, what is wrong with the second one?
It’s a split infinitive, which makes it grammatically incorrect.
The negative adverb, not, should be placed before the infinitive.
It would be stupid not to attend class next week. So like this?
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