testing&certification

Navigating AI Compliance: From Chatbot Mishaps to Regulatory Standards

Navigating AI Compliance: From Chatbot Mishaps to Regulatory Standards

In this episode of Your AI Injection, Deep and Bill explore AI effectiveness and regulatory compliance through the lens of real-world mishaps, such as a dealership chatbot's pricing error and an airline chatbot's inaccurate bereavement policy. They emphasize the need for comprehensive AI testing frameworks that evaluate functionality, ethical integrity, and security, while also discussing the importance of adhering to regulatory standards like the EU AI Act and NIST guidelines for legal compliance. [LISTEN]

AI's Role in Energy Regulation and Compliance with Yuval Lubowich

AI's Role in Energy Regulation and Compliance with Yuval Lubowich

In an episode of Your AI Injection, Deep Dhillon and HData's Yuval Lubowich explore AI's impact on energy sector regulation, highlighting its role in streamlining data management and enhancing analysis for better transparency and decision-making. The two discuss overcoming regulatory complexities and envision AI's potential to transform industry standards and operational efficiency. [LISTEN]

Evaluating Efficacy, Assessing Trust & Editorial Alignment in LLMs

Evaluating Efficacy, Assessing Trust & Editorial Alignment in LLMs

Join host Deep Dhillon and Bill Constantine as they explore the intricate process of assessing efficacy, assessing trust, and achieving editorial alignment in large language models. In a world where LLMs are increasingly powerful and usually reasonable, traditional efficacy techniques are insufficient and a new focus that leverages semantic comparisons and even the LLMs themselves for attribute driven editorial alignment is a new way forward. The AI experts delve into a number of topics including the importance of editorial considerations, communication style and the challenges of efficacy assessment in increasingly personalized models.  [LISTEN]

Regulating AI with Dr. Rowena Rodrigues

Regulating AI with Dr. Rowena Rodrigues

As AI becomes increasingly powerful, concerns about abuses grow. Consideration of the potential of future AI innovations leaves us with a burning question: does AI require regulation, and if so, how should AI be regulated and who should make those decisions? In this episode, we speak with Dr. Rowena Rodrigues, Head of Innovation and Research at Trilateral Research, a UK based organization that provides ethical AI software solutions. [LISTEN]

Detecting and Mitigating Societal Bias in AI

Detecting and Mitigating Societal Bias in AI

AI models are now being used to make life altering decisions in areas such as healthcare, hiring, lending, university admissions and criminal justice. However, there are many high profile examples where AI has been shown to produce unfair, inequitable and exclusive decisions. In this episode of our podcast, data scientists at Xyonix talk about how to prevent societal biases from creeping into machine learning models. [LISTEN]