Building multi AI awareness in AI group chats (cochat.ai)

CoChat has introduced a groundbreaking platform that facilitates group chats featuring multiple AI models alongside human participants, addressing a significant gap in current AI chat applications that operate on a one-user, one-AI model. The platform tackles the engineering challenges of ensuring that each AI is aware of the other participants and their contributions in real-time conversations. This is vital for clear communication, attribution, and collaborative problem-solving, as it prevents issues such as attribution confusion, capability mismatches, and contradictory statements among the AIs. The key innovation lies in the "filter chain architecture," which allows for a modular transformation of conversation requests. Through filters that preprocess incoming messages, CoChat injects contextual awareness about participants and the source of each message, maintaining a model-agnostic, non-invasive framework that supports AI models like GPT-4 and Claude. By utilizing a static system prompt and structured attribution methods, CoChat minimizes latency and enhances efficiency, resulting in a seamless and user-friendly multi-AI interaction experience. This advancement not only has implications for AI-driven group productivity but also sets a new standard for collaborative AI integrations in various applications.