The Deepfake Dangers Ahead – WSJ

Bots, trolls, influence campaigns: Every day we seem to be battling more fake or manipulated content online. Because of advances in computing power, smarter machine learning algorithms and larger data sets, we will soon share digital space with a sinister array of AI-generated news articles and podcasts, deepfake images and videos—all produced at a once […]

LLM Product Development Step-by-Step for Business Executives

Large language models (LLMs) like OpenAI’s ChatGPT, Anthropic’s Claude, and AI12Lab’s Jurassic are being rapidly adopted by businesses across all industries and regions of the world to improve the performance of a variety of business applications, such as market research, customer service, and content generation. However, building an LLM application at the enterprise scale requires […]

Adding machine learning operations foundations to enterprise LLMs

Large language models (LLMs), in particular, will play a critical role in the future of customer and employee experiences, software development, and other areas. Building a strong foundation in machine learning operations (MLOps) will be critical for businesses to effectively deploy and scale LLMs and generative AI capabilities in general. In this uncharted territory, poor […]

Adversarial ML: Defining the Terms.

Researchers in the fields of Machine Learning and AI have lately become fascinated by a phenomenon known as adversarial machine learning (AML). Why? Recent advances in deep learning (DL) have allowed machine learning (ML) models to become far more effective at a wide range of prediction tasks, including image identification and processing of unstructured data. […]

Understanding and Protecting Against Adversarial Attacks in Machine Learning

Machine learning has found applications in numerous fields, including banking, healthcare, retail, transportation, and autonomous vehicles. Machine Learning is what allows computers to pick up new skills without being given any new instructions. As a result, computers can make reliable predictions based on observed trends. In machine learning, the model (algorithm) is given data to […]