AI and the Future of Work: Artificial Intelligence in the Workplace, Business, Ethics, HR, and IT for AI Enthusiasts, Leaders and Academics cover image

AI and the Future of Work: Artificial Intelligence in the Workplace, Business, Ethics, HR, and IT for AI Enthusiasts, Leaders and Academics

Adam Wenchel, Arthur founder and CEO, discusses evaluating AI model performance

Jan 15, 2024
30:25
Snipd AI
Adam Wenchel, CEO of Arthur, discusses evaluating AI model performance. He shares insights on Capital One's early AI strategy and the value of monitoring AI model performance. The podcast also explores the debate between closed foundation models and OpenSURS models, managing accuracy in enterprise deployment of LLMs, and the importance of explainability in AI models. The speakers discuss the intense process of creating enduring startups.
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Podcast summary created with Snipd AI

Quick takeaways

  • The importance of evaluating AI model performance and monitoring its performance in production.
  • The challenges faced by enterprises in operationalizing and scaling generative AI models.

Deep dives

Importance of AI Ethics and Interdisciplinary Approach

The podcast episode highlights the importance of AI ethics and proposes an interdisciplinary approach to address AI's biggest questions. The suggested approach involves forming an AI ethics team consisting of a technologist, data ethicist, philosopher, and neuroscientist. This team would help make decisions about algorithm inclusion, ethical outputs, and human involvement. Transparency in AI usage and involving the public in key decisions are also emphasized to build trust.

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