W22 - Peering into AI's mind: Can we illuminate the black box? From neural labyrinths to decision tree gardens, explore the quest to make machines explain themselves. Because in a world run by algorithms, understanding is the ultimate superpower.
W08 - Dive into the tightrope walk of AI transparency: balancing crucial clarity against the pitfalls of overexposure, with insights on protecting progress, fostering trust, and ensuring ethical AI advancement.
An Original Recipe for Change 🔮 Algorithms silently guide our daily decisions, influencing and forming the world we live in. From the stock market to medicine, from music to national security, algorithms are becoming more sophisticated and prevalent every day. But what exactly are algorithms, and should we worry about their...
As machine learning models become increasingly complex, it has become difficult to understand how these models arrive at their predictions. Moreover, when these models go wrong or go rogue, it becomes even more challenging to identify the source of the error. However, recent advancements in machine learning, specifically in deep...