The Evolving Multi-Agent Definition 2026 and Production Realities

https://www.4shared.com/office/RECeCB-lfa/pdf-47835-90994.html

On May 16, 2026, the industry finally hit a functional ceiling on simple chain-of-thought prompting. We have moved past the era of single-model pipelines into messy, distributed state machines that attempt to mimic autonomous reasoning