
The shift from isolated chatbot interactions to interconnected ecosystems of autonomous agents represents a fundamental restructuring of how digital labor is valued and executed within the global economy. This technological evolution marks a definitive departure from standard, single-turn chat interfaces toward complex, self-orchestrating networks of specialized AI entities. Unlike traditional artificial intelligence, which often functions as a passive tool, multi-agent










