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 […]
Archive | Artificial Intelligence
Four Areas to Focus Your Digital Transformation Efforts After the Pandemic
The COVID-19 pandemic forced thousands of organizations around the world to undergo rapid digital transformation as they shifted to remote work. In the process, it upended many long-held assumptions on […]
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. […]
Recommendations for Developing Machine Learning Operations (MLOps)
Algorithms that automatically learn and improve decision-making without additional training use a process known as machine learning (ML), a field that represents a rapidly developing branch of artificial intelligence (AI). […]
U.S. Standards Agency Announces New System To Measure Trust in AI
In order for humans to fully embrace artificial intelligence (AI), they need to trust it. While there hasn’t been a standard way for organizations to gage how much people trust […]
New “Tiny” Machine Learning Model Enables Edge Devices to Perform Image Segmentation
Image segmentation, key to both human and computer vision, is the process of parsing data into distinct groups. While this process comes naturally to humans, it has been a frustrating […]
Six Ways Organizations Can Leverage Digital Transformation for Growth
Thousands of organizations all over the world underwent digital transformations during pandemic-related shutdowns as a means of survival. Now, as they emerge from lockdowns, many are beginning to use digital […]
U.S. Federal Trade Commission: Seven Ways to Help Ensure Fair AI Systems
In April, the European Union (EU) and the U.S. Federal Trade Commission (FTC) each released regulations aimed at curbing the potential risks of artificial intelligence (AI). While the FTC regulations […]
Three Major Trends In Artificial Intelligence Regulation
Artificial intelligence (AI) regulations are coming. In March, five of the largest U.S. financial regulators sent banks an information request inquiring about how they are using artificial intelligence. Such a […]
Four Machine Learning Questions Organizations Should Ask
Machine learning can deliver major benefits for organizations looking to scale their operations, especially those who continue to experience disruptions from the COVID-19 pandemic. However, there are plenty of challenges […]