MIT researchers used a Battleship style setup to test whether AI agents can improve how they gather information before making a move. The result was a sharp jump in performance for smaller systems, including one model that went from rarely beating humans to winning most of its games after researchers changed how it searched the board. That shift goes straight at one of the biggest weaknesses in today’s AI agents . They’re often asked to handle tasks where the answer depends on det
