AI & Robotics

In just a short number of years, deep learning algorithms have evolved to be able to beat the world’s best players at board games and recognize faces with the same accuracy as a human (or perhaps even better). But mastering the unique and far-reaching complexities of human language has proven to be one of AI’s toughest challenges. Could that be about to change? The ability for computers to…

In June, OpenAI published a paper detailing GPT-3, a machine learning model that achieves strong results on a number of natural language benchmarks. At 175 billion parameters — the part of the model that has learned from historical training data — it’s one of the largest of its kind. It’s also among the most sophisticated, with the ability to make primitive analogies, write in the style of…

AI systems’ failures have become a recurring theme in technology news. Credit scoring algorithms that discriminate against women. Computer vision systems that misclassify people with darker skin. Recommendation systems that promote violent content. Trending algorithms that amplify fake news. Most complex software systems fail at some point, and they need to be updated regularly. We have…