Demos hide the chaos of multi-agent systems. In production, they hit infinite...

https://bizzmarkblog.com/why-university-ai-rankings-feel-like-prestige-lists-and-why-you-should-care/

Demos hide the chaos of multi-agent systems. In production, they hit infinite tool-call loops that wreck latency. Forget the autonomy hype. Reliability requires rigid guardrails and boring state boundaries