A British think tank recommends a token tax on large language models to offset economic disruption. The proposal targets the volume of AI-generated output to fund social transitions. This approach treats compute-driven productivity as a taxable resource. If adopted, UK policymakers would create a first-of-its-kind fiscal lever for the AI sector.