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Riskfuel pioneered the use of Deep Neural Networks to accelerate derivatives valuations and risk sensitivities. We have resolved many technical challenges along the way. Ryan Ferguson discusses some of the novel techniques developed at Riskfuel to deal with extremely complex, multi-dimensional models. The Thalesian talk concludes with a question and answer session.