How Does Artificial Intelligence Think? Apr 28. 2022Explainable Artificial Intelligence: From Black Boxes to Transparent Models Can artificial intelligence decide on who will be released from prison, who will advance to the next round of job interviews…
Three Benefits of Explainable Artificial Intelligence May 25. 2022Explainable Artificial Intelligence: From Black Boxes to Transparent Models Artificial intelligence will increasingly interfere in our lives. However, many people do not trust artificial intelligence and are reluctant to leave…
Transparent Models vs. Black Box Models Jun 21. 2022Explainable Artificial Intelligence: From Black Boxes to Transparent Models Can artificial intelligence decide on who will be released from prison, who will advance to the next round of job interviews…
Components and Properties of Good Explanations of Artificial Intelligence Models’ Decisions Aug 16. 2022Explainable Artificial Intelligence: From Black Boxes to Transparent Models From the perspective of machine learning (ML), we are living in happy times. For many tasks that we were not able…
How to measure the quality of explanations of AI predictions Sep 26. 2022Explainable Artificial Intelligence: From Black Boxes to Transparent Models In the previous part of the series, we looked at what components and properties should good explanations have. The first component,…
Are the explanations we consider to be good really good? Sep 27. 2023Explainable Artificial Intelligence: From Black Boxes to Transparent Models In previous articles, we introduced three very interesting concepts from the field of eXplainable Artificial Intelligence (XAI): In this article, we…
