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While they never say for sure, they seemed to infer that he had flopped the set and the money went all in on the flop not preflop.

What is kind of funny is that he celebrates when his set fills up on the turn with an 8 on board of A83 8, then he realizes that the board pairing was terrible for his hand and says "No A no 8!"

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Didn't the guy have TPTK + flush draw? AKd on a A83 board with 2 diamonds? That would explain getting excited when the board paired maybe.