Harry, Software Engineer and Labour Digital Committee Member, dissects the UK government's innovation strategy through the Number 10 Innovation Fellowship program and sovereign AI ambitions. Having witnessed the fellowship's evolution from Dominic Cummings' 2020 "misfits and weirdos" initiative, he reveals how the government is achieving dramatic efficiency gains through AI-powered tools like Extract, which reduces planning document digitization from 2 hours to 3 minutes with 98% accuracy, and Parlaks, which analyzes parliamentary debates to predict policy reception and identify potential supporters. He explains the fellowship's "tour of duty" model that attracts private sector talent with £80-200k salaries for 6-month to 2-year commitments, positioning it as an alternative to traditional government efficiency approaches. Harry breaks down the UK's sovereign AI stack challenges, from the Isambard supercomputer's 100,000 Nvidia H100 GPUs to the geopolitical risks of hardware dependencies, emphasizing how Nvidia's export controls have become a foreign policy tool as the US shifts from "petrodollar to technodollar" dominance while the UK seeks to balance innovation with strategic autonomy in an increasingly fragmented global AI landscape.