Multi-Agent AI Reliability: Why the Agent Math Doesn’t Add Up

The AI industry is currently obsessed with "autonomous agents." The theory is simple: if one Large Language Model (LLM) is useful, ten LLMs working together must be a genius-level workforce. We are ra