Artificial intelligence's energy demands pose challenges on grid infrastructure funding. Federal Energy Regulatory Commission's ruling against Amazon's bid to avoid grid fees sets a precedent for the industry's economic and security concerns. The need for fair contribution to grid costs is crucial as data centers' power demand rises.