We Built a City of 10k AI Researchers (lab.cloud)

A groundbreaking initiative called Primus Society has been unveiled, creating a virtual community of 10,000 AI researchers driven largely by GPUs rather than human limitations. Using an AI scientist named Primus, these automated researchers tackle complex, long-term problems across fields like machine learning and quantum mechanics. Each AI researcher operates independently with unique approaches, risk tolerances, and mandates, allowing for divergent exploration, peer reviews, and collaborative efforts that mimic traditional scientific institutions. This project is significant for the AI/ML community as it not only scales research efforts but also potentially accelerates advancements by coordinating multiple lines of inquiry simultaneously. The initial results showcase promising findings, including a novel technique for pre-training language models that significantly reduces compute costs. By allowing researchers to publish both positive and negative results, Primus Society emphasizes transparency and iterative learning, positioning itself as a pioneering model for future AI-driven research initiatives and possibly reshaping how scientific inquiry is conducted in the realm of artificial intelligence.