Responsible AI: Ethical Frameworks for Product Managers - AI PM Community Session #40 |
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Become an AI product manager:
https://www.productmanagementexercises.com/ai-product-manager?utm_source=youtube&utm_medium=referal This workshop, led by James Wall, was designed specifically for product managers passionate about working at the intersection of technology, business, and ethics. By the end of the session, product managers were equipped with practical tools, frameworks, and a deeper understanding of responsible AI. We navigated the exciting yet complex terrain of AI product management with integrity and purpose! If you wish to participate in our community sessions, we are offering our AI PM community sessions for free and open to the public every Saturday at 9:30 AM PST. Don't miss out on this incredible opportunity to grow in the AI product management field. Visit the AI PM Community sessions page to learn more: https://www.productmanagementexercises.com/Public-AI-Product-Management-Community-Sessions?utm_source=youtube&utm_medium=referal Become a world-class AI Product Manager! Join our 4-week live online program with a small group of other product managers, learn the necessary concepts for navigating through the AI/ML space and being an effective PM, get year-round access to expert workshops, learning material, and coaching to help you become a great AI/ML product manager, and gain lifetime access to a community of high-caliber peers for networking and support in the AI/ML community. Visit the AI/ML Product Management program to learn more: https://www.productmanagementexercises.com/ai-ml-product-manager?utm_source=youtube&utm_medium=referal Timestamps: 00:00:00 Intro 00:03:37 Bias in the AI Pipeline 00:05:08 Privacy and Transparency in the AI Pipeline 00:09:35 The Risk of Non-Responsive AI 00:14:01 How to Proactively Address Potential Bias in AI Systems 00:25:54 Machine Learning: Transparency and Explainability 00:29:12 Development of Privacy-First AI 00:32:15 The 3 challenges of AI Policy 00:37:01 Responsible AI: The Challenges 00:43:26 How to Identify AI Bias 00:47:08 How do we establish the baseline? 00:49:01 Responsive AI: The Process #aidevelopment #mlprojects #aiexploration #techenthusiast #aidevelopment #learningai #aitechnology #programmingai #productmanager #aiproductmanager #artificialintelligence #productmanagement #pmcommunity #machinelearning #technology #innovation #communitysession #responsibleai #aibias |