The 10 Most Innovative Companies In Artificial Intelligence - AI Summary

Even as research and deployment of AI systems have continued to accelerate, the nonprofit Algorithmic Justice League is dedicated to auditing these systems to make sure they are free from racial, gender, and other kinds of bias. After being trained on hundreds of billions of words from sources like books and Wikipedia, the model--which at the time of its launch was the largest language model in the world with 175 billion parameters--has led to an explosion of creative projects and startups built on top of the technology. But Truera is aiming to make AI truly explainable and trustworthy by preventing errors and bias from creeping into machine-learning models when they are deployed and as data changes over time. In 2020, the company deployed its explainable AI platform at Fortune 100 companies in insurance and banking, including Standard Chartered, where it aimed to ensure the bank's credit algorithms were built fairly and equitably. The Weka File System enables IT teams to manage millions of files in the same directory, ensuring all of the data is available at the same time for training AI models.