Applied Materials and ASML are being considered as potential "pick-and-shovel" plays in the AI industry, with some outlets suggesting they could benefit from the AI boom. Other stocks, including those related to data centers, are also being identified as potential winners in the AI expansion. The outlook for investors is uncertain, with some warnings that AI's biggest winners may also create significant losers.