Artificial Intelligence vs Augmented Intelligence The term “Artificial Intelligence” (AI) dominates headlines and boardroom talks. It brings to mind self-driving cars, robotic warehouses, and software that seems to think on its own. Much of the attention around AI focuses on automation and autonomy. But a growing movement is focused on partnership instead of replacement. This […]
The Need for Explainable AI Between 2013 and 2019, the Dutch tax authority’s algorithm flagged 26,000 families as potential fraudsters. The system worked exactly as programmed, spotting patterns in childcare benefit claims. But when investigators finally understood what the algorithm was doing, they discovered it was using nationality as a hidden factor. The result: thousands […]
AI Explainability Your smartphone can recognize your face in milliseconds. But ask it why it thinks that’s you instead of your twin, and you’ll get digital silence. Or a Confabulation (le’t s keep it real). This isn’t a small problem. We’re building AI systems that make medical diagnoses, approve loans, and control autonomous vehicles. Yet […]