I didn’t understand this point when he said it acts on the vector on the left, where is the vector that he is talking about?

The definition of a matrix product is that the rows of the first matrix are multiplied and summed (via a dot product) with the columns of the second matrix.

The vectors mentioned are the rows or columns.

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