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2 résultats pour « Deep Learning »

A Method to Categorize and Classify Artificial Intelligence applicable to the Risk‑Based Audit Approach

22 mars 2024 Autre, Artificial Intelligence, Machine Learning, Deep Learning, Auditing, Audit Standards, Risk-based Auditing

“… the present study developed the AI Categorization and Classification (AI-CC) Method as a central artifact to provide guidance on the use of AI within the profession. The target users of the AI-CC Method are regulators, standard setters, the strategic management of the Big Four, and individual auditors.”

An AI Vision for the Actuarial Profession

20 mars 2024 Autre, Artificial Intelligence, Risk Management, Insurance, Deep Learning, Explainable AI, Actuarial Profession, AI-Enhanced Actuary, Discrimination-Free Pricing

"The essay presents a vision of the AI-enhanced actuary, who leverages AI to build more accurate and efficient models, incorporates new data sources, and automates routine tasks while adhering to professional and ethical standards. We also discuss the challenges and speed-bumps along the way, including explainability, bias and discrimination risks, regulatory hurdles, and the need for actuaries to acquire AI knowledge and skills."

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