Responsible AI Foundation

Image on Unsplash When policymakers and technology executives discuss the impact of artificial intelligence on employment, they have developed a particular narrative. It goes like this: yes, jobs will be displaced by automation, but new jobs will be created and workers can retrain for those positions. The net effect over time will be roughly neutral or even positive. However, the data slightly contradicts this narrative. Eighty-five million jobs will be displaced by artificia

Image generated with Gemini Researchers at the University of Pennsylvania conducted an experiment where they asked participants to rate their political candidate preferences on a scale of zero to a hundred. Then, they had them chat with an AI system that was specifically trained to argue for either Kamala Harris or Donald Trump during the 2024 election. After the conversation, the researchers asked participants to rate their candidate preference again. What they found was tha

Image generated with Gemini Research from multiple institutions shows that machine learning models can predict stock market crashes with surprising accuracy, achieving what researchers call out-of-sample predictive power that gives active investors significant advantages. The accuracy is certain because the systems are not just fitting historical patterns but actually identifying preconditions of market crashes in real time ( Science Direct, 2023 ). Organizations using AI for