There's an old saying on Wall Street about insider buying: there are many possible reasons to sell a stock, but only one reason to buy. Back on July 17, AES Corp.'s Vice President, Strategy, Gardner Walkup, invested $94,425.00 into 7,500 shares of AES, for a cost per share of $12.59.