>> The neural net outputs the moves that are most likely to be strong moves, and Stockfish will only consider those moves.

I don't think this is correct. According to the article, they are only using the neural network for evaluating the value (strength) of the positions. The search is still the same.

I believe Leela works in the manner you described.