Data Matters Latest Blog Posts Related Content Computational storage: What is it? Why now, what for, who from? Customer experience market made leap forward during pandemic Download Current Issue This is a guest blogpost by Triveni Gandhi, Senior Data Scientist, Dataiku We like to think of data and numbers as indisputable, but the reality is that every piece of information is a product of the context it was built in. Data is inherently biased, and all too often it’s teaching AI systems to make what are critical business and ethical mistakes. Take, for example, the situation that came to light with the Apple card, when a prominent software developer discovered that he received a much higher credit line than his wife with a higher credit score. After tweeting his shock, other couples reported similar differences in credit limits, despite their shared assets and similar credit history.