The Epistemic Interface Problem in Multi-Agent Systems: Why Latent-Space Communication Requires a Formal Contract

Key Points

• This research explores the challenges of communication in multi-agent systems and the need for a formalized approach.
• Experimental validation conducted through code available on GitHub.
• Focus on latent-space communication strategies between agents.
• Analysis of epistemic interface problems related to communication.
• Highlights the necessity of implementing formal contracts for effective communication between agents.