In an article for the “IT-Finanzmagazin”, DPS partner Dr. Kevin Yam sheds light on the AI phenomenon of shortcut learning.
Shortcut learning can lead to a loss of problem-solving ability of machine learning methods. In particular, the use of AI-based methods in critical application areas, such as the financial and banking sectors, therefore harbours a risk potential that companies and organisations must address.
You can find the full text of the article here: https://www.it-finanzmagazin.de/shortcut-learning-risiko-banken-160839/