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Inside AsembleAI: DeepTech, AI & Science

Inside AsembleAI: DeepTech, AI & Science

EP 76: Dashboards Are Wrong in the Background. AI Is Wrong in Your Face | Barr Moses, Monte Carlo

Sep 16, 2026 · 27m

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About this episode

This episode was recorded live from the Ai4 conference podcast pavilion, where host Mac Goswami sat down with Barr Moses — CEO & co-founder of Monte Carlo, creator of the data observability category and now builder of the agent trust platform — about what it actually takes to make AI trustworthy in production. What's Covered: "AI Is Wrong in Your Face" — Barr's framing of the trust gap: dashboards were always wrong quietly in the background; AI is wrong out loud, and it'll argue with you. Why trust is the biggest thing standing between pilots and production. The Four Layers of Agent Failure — Context, performance, behavior, and output. Why all four can look perfect and the agent still fails…