Rising carbon emissions from data centers prompt calls for a targeted AI tax. Current frameworks allow tech firms to bypass environmental costs while scaling compute. This proposal targets the energy intensity of Large Language Models. Implementing such a levy would force cloud providers to internalize the environmental cost of inference.