AI Explained

By: Fiddler AI
  • Summary

  • 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
    Copyright 2023 All rights reserved.
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Episodes
  • Productionizing GenAI at Scale with Robert Nishihara
    Jul 29 2024

    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 evolving AI infrastructure, approaches, and processes that can support advanced GenAI use cases.

    Nishihara will discuss reliability challenges, building the right AI infrastructure, and implementing the latest practices in productionizing GenAI at scale.

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    48 mins
  • Metrics to Detect Hallucinations with Pradeep Javangula
    May 2 2024

    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 value.

    Pradeep Javangula, Chief AI Officer at RagaAI will discuss strategies and practical approaches organizations can follow to maintain high performing, correct, and safe LLM applications.

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    59 mins
  • AI Safety and Alignment with Amal Iyer
    Mar 7 2024

    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 and beneficial societal integration. In this talk, we will provide an overview of the alignment problem and highlight promising areas of research spanning scalable oversight, robustness and interpretability.

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    57 mins

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