Winter 2022/2023 seems to be a spectacular time in the history of Artificial Intelligence. It is so even though the current hype is an effect of mass popularization rather than a real scientific revolution, which in this field began quite a while ago. With the rapid growth of new users of products based on generative AI (or GP AI), its potential to wreak havoc raises an increasing number of serious concerns.

AI systems will soon determine our rights and freedoms, shape our economic situation and physical wellbeing, affect market behaviour and natural environment. With the hype for ‘problem-solving’ AI, claims for (more) accountability in this field are gaining urgency. Summary of the IGF 2020 session: Aiming for AI explainability: lessons from the field.

Algorithmic decision-making can carry more weight than you might expect. While algorithms do innocuous or helpful things like changing the traffic signals when you approach an intersection, they also decide what content to show in your social media feed. There are also algorithms that assist real people in deciding whether you can get a mortgage, get into a particular university or qualify for insurance. How does it work? Katarzyna Szymielewicz explains three layers of digital profile in the video.