With artificial intelligence (AI) technologies such as machine learning and neural networks rapidly evolving, governments are racing to regulate AI. As TechRepublic reported in November 2021, the consulting firm Deloitte […]
Tag Archives | AI
Six Priorities from the UK’s New Artificial Intelligence Roadmap
Demand for artificial intelligence (AI) is growing. According to Data Prot, a website that educates people about internet privacy, 37% of businesses and organizations employ AI technology. While AI can […]
European Union Considering “De Facto Global Standard” for AI
The European Union (EU) has proposed a first-ever comprehensive legislative package to regulate artificial intelligence (AI). As The National Law Review reports, the Artificial Intelligence Act (AIA) will “establish a […]
New Method Could Help Machine Learning Models Make Better Decisions
Machine learning models often rely on the simple features of a dataset to make decisions. Known as “shortcuts,” these types of decisions can lead to serious errors. For example, these […]
Six Ways To Manage Risk in Your AI Systems
As artificial intelligence (AI) becomes more common, so do its risks, such as its potential for bias and privacy infringements. As we’ve discussed in previous posts, governments around the world […]
Three Ways To Prepare Your Workforce for Artificial Intelligence
Only 20% of U.S. companies are fully deploying artificial intelligence (AI) for decision-making in their businesses based on survey responses from 1,000 senior business executives. According to the news site […]
Four Reasons Machine Learning Models Fail and How to Fix Them
Machine learning is a branch of artificial intelligence (AI) in which algorithms are trained to get better at solving problems on their own, similar to the functionality of a human […]
What To Expect from NIST’s Artificial Intelligence Risk Management Framework
The United States, Canada, and Europe have all begun taking steps to regulate artificial intelligence (AI). The states of California and Washington are considering proposals aimed at mitigating bias in […]
Four Ways to Build MLOps that Avoid “Data Drift” in Machine Learning
Organizations are increasingly adopting machine learning, a type of artificial intelligence that allows software applications to get better at predicting outcomes on their own. While these models can help businesses […]
NIST: Recommendations for Identifying and Managing Bias in AI
Organizations that fail to prevent bias from slipping into their artificial intelligence (AI) systems may soon find themselves in regulatory trouble. As we discussed in a previous post, the U.S. […]