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"There is currently limited information on and a lack of a unified approach to AI and ESG, and a need for tools for systematically assessing and disclosing the ESG related impacts of AI and data capabilities. I here propose the AI ESG protocol, which is a flexible high-level tool for evaluating and disclosing such impacts..."
"The objective of this paper is to discuss the underlying principles and assumptions of valuation under Solvency II and to analyse concepts such as the best estimate and the cost-of-capital risk margin, hedgeable and non-hedgeable risks, market value of risk, as well as economic capital and expected and unexpected losses."
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"Contrary to the conventional wisdom, we find that the client tends to spend fewer corporate resources on precision with audit risk disclosure. As a result of lower precision, audit risk disclosure may lower the informativeness of audited financial reports, albeit ex-post communicating more information to the market. We also find that audit risk disclosure reduces the client's ex-ante payoff when the auditor bears a high misstatement cost due to audit failure."