Power BI Fundamentals - Create visualizations and dashboards from scratch
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Overview
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Explore the critical reliability challenges facing voice AI systems in this 38-minute podcast episode featuring Brooke Hopkins, CEO of Coval, discussing why most voice agents still underperform despite technological advances. Discover the fundamental weaknesses that plague current voice AI implementations, from frustrating IVR systems to the gap between promise and performance in business applications. Learn about the specific technical hurdles that make voice agents unreliable, including context injection problems, conversation flow analysis difficulties, and AI overgeneralization issues that affect system confidence. Examine how startups are approaching voice AI development differently than big tech companies and what it actually takes to build dependable voice agents. Gain insights into evaluation platforms and simulation systems for AI agents, drawing from Hopkins' experience leading evaluation infrastructure at Waymo where she engineered core simulation systems from the ground up. Understand the current state of voice AI adoption in business contexts and the practical steps needed to move beyond the limitations that keep voice systems feeling "dumb" despite their sophisticated underlying technology.
Syllabus
[00:00] Workshop feedback
[02:21] IVR frustration and transition
[05:06] Voice use cases in business
[11:00] Voice AI reliability challenge
[18:46] Voice AI reliability issues
[24:35] Injecting context
[27:16] Conversation flow analysis
[34:52] AI overgeneralization and confidence
[37:41] Wrap up
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MLOps.community