bias
Op-Ed: The Cows Are Out of the Barn – Steps to Curb Bias in Generative AI
“Watch what you wish for” isn’t just an all-purpose cautionary admonishment – it’s the current state of affairs as organizations of all kinds grapple with the ripple effects of ...Full Article
SageMaker Bolstered with Better Controls, AI Governance
AWS has unveiled a host of enhancements for Amazon SageMaker, its end-to-end machine learning offering. Among the most prominent capabilities are a collection of new governance tools aimed at ...Full Article
NIST Tackles Explainable AI Gap
Among the best ways to create stable technologies are standards and specifications that provide a template for building trust while often seeding new technological ecosystems. That’s especially true for ...Full Article
Deep Neural Networks are Easily Fooled – Here’s How Explainable AI Can Help
Many deep neural networks (DNNs) make their predictions from behind an incomprehensible “black box,” which leads domain experts to question the internal reasoning behind why the model made certain ...Full Article
IBM Seeks Transparency into AI Decision Making
Among the stumbling blocks to AI adoption is lack of transparency, understanding, and therefore trust in how machines actually make decisions. How and why AI arrived at an answer ...Full Article
Data Scientists, Not AutoML, Driving Model Development
As machine learning technology matures and moves into the mainstream, analysts are attempting to figure out who within organizations is building machine learning models used in production and what ...Full Article
