AI Explained is a series hosted by Fiddler AI featuring industry experts on the most pressing issues facing AI and machine learning teams. Learn more about Fiddler AI: www.fiddler.ai
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Productionizing GenAI at Scale with Robert Nishihara
48:29
48:29
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48:29
In this episode, we’re joined by Robert Nishihara, Co-founder and CEO at Anyscale. Enterprises are harnessing the full potential of GenAI across various facets of their operations for enhancing productivity, driving innovation, and gaining a competitive edge. However, scaling production GenAI deployments can be challenging due to the need for evolv…
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1
Metrics to Detect Hallucinations with Pradeep Javangula
58:39
58:39
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58:39
In this episode, we’re joined by Pradeep Javangula, Chief AI Officer at RagaAI Deploying LLM applications for real-world use cases requires a comprehensive workflow to ensure LLM applications generate high-quality and accurate content. Testing, fixing issues, and measuring impact are critical steps of the workflow to help LLM applications deliver v…
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AI Safety and Alignment with Amal Iyer
57:17
57:17
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57:17
In this episode, we’re joined by Amal Iyer, Sr. Staff AI Scientist at Fiddler AI. Large-scale AI models trained on internet-scale datasets have ushered in a new era of technological capabilities, some of which now match or even exceed human ability. However, this progress emphasizes the importance of aligning AI with human values to ensure its safe…
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Managing the Risks of Generative AI with Kathy Baxter
57:21
57:21
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57:21
On this episode, we’re joined by Kathy Baxter, Principal Architect of Responsible AI & Tech at Salesforce. Generative AI has become widely popular with organizations finding ways to drive innovation and business growth. The adoption of generative AI, however, remains low due to ethical implications and unintended consequences that negatively impact…
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Legal Frontiers of AI with Patrick Hall
58:49
58:49
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58:49
On this episode, we’re joined by Patrick Hall, Co-Founder of BNH.AI. We will delve into critical aspects of AI, such as model risk management, generating adverse action notices, addressing algorithmic discrimination, ensuring data privacy, fortifying ML security, and implementing advanced model governance and explainability.…
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Building Generative AI Applications for Production with Chaoyu Yang
59:07
59:07
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59:07
On this episode, we’re joined by Chaoyu Yang, Founder and CEO at BentoML. AI-forward enterprises across industries are building generative AI applications to transform their businesses. While AI teams need to consider several factors ranging from ethical and social considerations to overall AI strategy, technical challenges remain to deploy these a…
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Graph Neural Networks and Generative AI with Jure Leskovec
52:05
52:05
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52:05
On this episode, we’re joined by Jure Leskovec, Stanford professor and co-founder at Kumo.ai. Graph neural networks (GNNs) are gaining popularity in the AI community, helping ML teams build advanced AI applications that provide deep insights to tackle real-world problems. Stanford professor and co-founder at Kumo.AI, Jure Leskovec, whose work is at…
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Machine Learning for High Risk Applications with Parul Pandey
54:40
54:40
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54:40
On this episode, we’re joined by Parul Pandey, Principal Data Scientist at H2O.ai and co-author of Machine Learning for High-Risk Applications. Although AI is being widely adopted, it poses several adversarial risks that can be harmful to organizations and users. Listen to this episode to learn how data scientists and ML practitioners can improve A…
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1
AI Safety in Generative AI with Peter Norvig
39:58
39:58
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39:58
On this episode, we’re joined by Peter Norvig, a Distinguished Education Fellow at the Stanford Institute for Human-Centered AI and co-author of popular books on AI, including Artificial Intelligence: A Modern Approach and more recently, Data Science in Context. AI has the potential to improve humanity’s quality of life and day-to-day decisions. Ho…
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