Future technical and scientific work will occur within collaborative multi-agent human societies that require open-source frameworks to function effectively.

“I strongly believe that all scientific discovery, all human work, all technical work, all services work in the future, all social interactions are going to happen with within these multi-agent human societies.”

Training AI in multi-agent environments is essential to move beyond narcissistic mirroring and towards systems that can understand group dynamics, cooperation, and social theory of mind.

“And so I would I would just have rebuilt the AIS whereas instead of being built as one-on-one where everything's focused on you by yourself chatting with this thing, it would be more like it's it lives in a Slack room, it lives in a WhatsApp room, it lives in a we”