Artificial Intelligence Auditing

Towards Auditing Modern Data-Driven Decision Making

Artificial Intelligence, Decision-making, Transparency / By

In the business world, classical financial auditing serves the important purpose of providing an external opinion as to whether financial statements are correct and have been created in accordance with relevant international and national standards and regulations. As such, financial auditing ensures both external compliance and correctness, so that internal operational decisions can be made …

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Challenges with Machine Learning Transparency and how they can be Handled 

Artificial Intelligence, Transparency / By

A commonly discussed issue with machine learning and artificial intelligence solutions is the lack of trust from the users. This originates from the fact that it is often not understandable to the users why methods provide a particular output, and therefore machine learning solutions are not used to the extent that they could. This has …

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