Mathematics, Optimization, Data Science, Machine Learning, Duality.
In other words, a more optimal x than x* is impossible to find. This means x* is indeed the optimal solution of the primal. Intuitively, this makes sense, since weak duality theorem says that the dual is the upper bound of the primal. Therefore, when the primal is equal to the dual, we are certain