[swolfe]

i'd go ahead and raise the flop.

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I think he will fold everything but a set, and maybe even two pair

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this is what you want. your highest EV return is if everyone folds. i think you can assume he has a set and fold if he pushes, and if he calls your raise with a set, he may check to you, giving you a free river card.