Multi-GPT is an experimental open-source project that aims to create a fully autonomous system by enabling multiple specialized GPT-4 agents, referred to as 'expertGPTs,' to collaborate on complex tasks. Each agent possesses its own short-term and long-term memory and can communicate with others to share information and coordinate actions. This multi-agent approach leverages the strengths of individual agents to achieve a collective intelligence capable of performing intricate operations without human intervention.
Developing autonomous AI systems capable of handling complex, multi-faceted tasks.
Researching collaborative behaviors among AI agents to enhance problem-solving capabilities.
Implementing multi-agent systems that require minimal human oversight.
Exploring the integration of specialized AI agents to achieve collective intelligence.
Multi-GPT demonstrates high autonomy through its architecture of multiple specialized GPT-4 agents collaborating via debate protocols and memory systems to achieve complex goals without human intervention. The system features autonomous task decomposition, real-time web/data access, and self-correction mechanisms through agent disagreements. However, its experimental nature and requirement for predefined agent roles prevent full autonomy - some human oversight remains necessary for conflict resolution and system configuration.
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