Rishub Jain

We've left Google DeepMind to start Sampura Research, a nonprofit building Human-AI Complementarity for Scalable Oversight - the research agenda we've pioneered for the past several years. We're backed by an initial $11M grant from Coefficient Giving ($7M for the first year, and another $4M pledged), and we're hiring founding...

By Sophie Bridgers, Rishub Jain, Rory Greig, and Rohin Shah For more details and full list of contributors, please see our paper: https://arxiv.org/abs/2510.26518 Human oversight is critical for ensuring that Artificial Intelligence (AI) models remain safe and aligned to human values. But AI systems are rapidly advancing in capabilities and...