ethics_and_regulation — podcast - AI & Machine Learning Consulting Services | Xyonix

ethics_and_regulation

AI and the Ethics of Influence: Exploring Synthetic Respondents & Decision-Making with Avi Yashchin of Subconscious AI

AI and the Ethics of Influence: Exploring Synthetic Respondents & Decision-Making with Avi Yashchin of Subconscious AI

Could AI be the ultimate tool for mass manipulation? In this episode, host Deep Dhillon interviews Avi Yashchin, CEO of Subconscious.ai, about how AI reshapes our understanding of human decision-making through synthetic respondents—AI models that simulate human choices with surprising accuracy. Together, they explore whether these tools will democratize causal insights or enable new avenues for manipulation, questioning if technologists have a duty to regulate AI innovation when ethics lag behind advancements. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

AI Copyright Regulation: Navigating Legal Challenges and Ethical Dilemmas

AI Copyright Regulation: Navigating Legal Challenges and Ethical Dilemmas

In this episode of Your AI Injection, host Deep Dhillon and Carsten Tusk explore the regulatory challenges of AI-generated content, focusing on legal distinctions between transformative and replicative works, and the ethical use of publicly available data. They discuss landmark cases and future regulations, offering insights on navigating copyright laws while fostering innovation and creativity. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

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]

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] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Plagiarism 2.0: ChatGPT, AI and Generative Content Concerns

Plagiarism 2.0: ChatGPT, AI and Generative Content Concerns

ChatGPT, OpenAI's most recent AI-driven text-generating chatbot, is changing our definition of plagiarism and content creation. In this podcast episode, Xyonixians Carsten Tusk and Bill Constantine join host Deep Dhillon to explore the implications of ChatGPT on plagiarism and the ownership of individual thought. They examine the potential for developing a model to accurately detect plagiarism from written text, and the concept of how far someone can edit content before it may be deemed as "plagiarism". [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

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] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Building Ethical AI with Dr. Brian Green

Building Ethical AI with Dr. Brian Green

In this episode, we find out how social media algorithms can encourage negative thinking and how tech companies can create ethical AI during the product design process. We also touch on the ethical dilemmas in self driving cars, autonomous weapons and more. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

Exploring Deepfake Detection and the Erosion of Social Trust with Ilke Demir of Intel Corporation | Your AI Injection

Exploring Deepfake Detection and the Erosion of Social Trust with Ilke Demir of Intel Corporation | Your AI Injection

In this episode of Your AI Injection, host Deep Dhillon explores deepfake technology with Ilke Demir of Intel Corporation. Dr. Demir explains how deepfakes are created using GANs and discusses advanced detection methods, including tracking subtle physiological signals. The conversation highlights the impact of deepfakes on media credibility and potential solutions like digital provenance and legal restrictions to combat misinformation. Tune in for insights into the evolving battle against deepfakes and the future of media authenticity. [LISTEN] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]

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] - [SUBSCRIBE: YouTube, Spotify, Apple Podcasts]