The UK Government Digital Service (GDS) has run two public pilots of its GOV.UK Chat service, improving answer accuracy from 76% to 90% by leveraging newer LLMs and internal data science work. However, more powerful frontier models have increased response times to an average of 10.7 seconds, which users find too slow. GDS is
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