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Index/AI & Data/The Data Exchange with Ben Lorica
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The Hidden Failure Modes of AI Agents

The Data Exchange with Ben Lorica · 2026-06-25 · 52 min

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Episode notes

Ben Lorica speaks with Helen Gu , CEO of InsightFinder AI and professor at North Carolina State University, about why reliability is becoming a central challenge for enterprise AI. They discuss AI incident response, monitoring agents in production, domain-specific small language models, causal inference for operational data, and why the “last 1%” of accuracy and reliability is often the hardest part of deploying AI systems.

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