Why University AI Rankings Feel Useless for Multi-Agent Research

https://instaquoteapp.com/the-engineering-reality-of-unpredictable-api-responses-in-multi-agent-systems/

May 16, 2026, marked yet another release of global university AI rankings that failed to capture even a sliver of the actual challenges faced by engineers shipping agentic systems