Agentic Loop Failure Modes: A Production Taxonomy at the End of Year One
A comprehensive taxonomy of failure modes in production agentic AI systems after one year of deployment, covering six categories and 15 specific modes.
Customer service + BPO. The operational-scale displacement.
Empirical evidence shows customer service and BPO sectors experiencing widespread AI-driven workforce displacement, with hybrid models emerging as the operational norm.
The Humanoid Robotics Reality Check: Q2 2026 Pilot-to-Production Status
Humanoid robotics in Q2 2026 shows a mix of mass production in China and pilot-stage Western deployments, with some companies starting scale production.
White-collar professional services. The Tier 1 displacement.
Major shifts in white-collar professional services show reduced graduate intake and AI-driven job displacement, with sector-specific patterns emerging.
The longstanding cooperative model of news distribution is unraveling as AI rewriting reduces the need for syndication, raising questions about attribution and funding.
