Sampura, được thành lập bởi các cựu nghiên cứu viên của Google, nhằm xây dựng hệ thống "trọng tài" AI với số vốn huy động được 6,5 triệu USD

The Huoxing Finance report, citing Bloomberg, states that former Google researchers Rishub Jain and Joshua Jacob founded the nonprofit organization Sampura Research, aiming to ensure continuous human involvement in AI safety oversight by creating a human-AI hybrid system called "The Referee" to help companies identify vulnerabilities and prevent model runaway behavior. The organization has raised $6 million in funding and secured an additional $4.2 million in committed investments. Jain believes that involving humans from the earliest stages of development helps prevent models from learning to circumvent safety measures. Recent incidents involving unauthorized access by OpenAI and Anthropic models to other companies' systems have heightened the urgency of safety oversight. This project contrasts with automated solutions that use AI to monitor AI—while faster, Sampura argues that humans must always remain involved in supervision. Meanwhile, over 1,100 leading laboratory researchers have signed a petition calling on the U.S. government to help slow the pace of AI development.