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In this episode, Somy and JK talk to Sam and Josh, the founders of Decoded AI, a research lab that focuses on making AI risk identifiable, quantifiable, and valuable. They discuss topics such as how to define and measure functional safety for AI systems, how to identify and mitigate common AI security risks such as data poisoning and adversarial attacks, how to substantiate claims about AI systems to build trust and persuade users to seed decisions to autonomous systems, how to align AI systems with human values and ethical principles, how to communicate effectively with stakeholders and users about AI systems, and how to keep up with the rapid innovation and predict the future of AI. This podcast is a great resource for anyone who wants to learn more about the challenges and opportunities of AI security and ethics.
21 Nov 2023
AI in Health
Let's dive into the fascinating world of artificial intelligence (AI) in the healthcare sector with our expert guest and Executive Dean from RMIT University, Karin Verspoor, who brought a wealth of knowledge in natural language processing (NLP) and biomedicine. Together, we explored the remarkable impact of AI on healthcare, particularly in imaging applications, while also discussing the challenges in accessing and standardizing clinical data. We examined the limitations of large language models like GPT-4 in healthcare settings and emphasized the importance of creating targeted applications for specific tasks. Additionally, we shed light on the Australian Alliance for AI in Healthcare's role in addressing safety, quality, ethics, and workforce development and much more.
16 Aug 2023
AI in Law
In this episode, we dive into the dynamic relationship between artificial intelligence and the legal field with our expert guest, Raymond Sun, who bridges their passion for AI and law. We explore the forthcoming impact of AI on the legal industry over the next decade, highlighting potential use cases such as predictive analytics and contract analysis while addressing challenges like bias and transparency. The evolving role of legal professionals, ethical considerations, and the integration of AI with other technologies like blockchain are all thoughtfully examined. Our guest also envisions how AI could enhance access to justice and reshape legal education, offering valuable advice to aspiring legal professionals interested in this exciting intersection.
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