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Why AI Agents Fail at the Seams

1:10 · 2026-07-08

Why AI Agents Fail at the Seams

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Sources behind this episode

  • peer-reviewed-track preprint$\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World DomainsYao, Shinn, Razavi, Narasimhan, arXiv:2406.12045, 2024
  • peer-reviewed-track preprint (NeurIPS 2025 Datasets and Benchmarks)Why Do Multi-Agent LLM Systems Fail?Cemri, Pan, Yang, et al., arXiv:2503.13657, 2025
  • press-reported case studyKlarna 2025 AI customer-service reversalMultiple press accounts, 2025; CEO Sebastian Siemiatkowski quoted on quality and cost tradeoffs
  • official patient-safety alertSentinel Event Alert 58: Inadequate hand-off communicationThe Joint Commission, Sentinel Event Alert, Issue 58
  • industry whitepaperTaxonomy of Failure Modes in Agentic AI SystemsMicrosoft Security, whitepaper, originally April 2025, updated June 2026

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