With normal distributions it looks like 10 tricks in ♥, but bidding with a bot is never easy.
Perhaps 4♥ over 2N might have solved the problem, but it seems unlimited
But 4♦ and 4♠ looks wrong to me, as the hand is very nice defined by 2N.
This is not an advanced robot

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