Suppose I have two drugs A and B. B is a new drug that has to be introduced in the market.

Null Hypothesis: Drug A and B are both equal.

Alternate Hypothesis: Drug B is better than Drug A.

If I set my level of significance to let's say 5%. what does that really mean in terms of layman language?