Founding Member of Technical Staff

About Sampura Research is an AI safety research non-profit focused on scalable oversight for frontier models through improved humanAI “judges”. Judges (LLM, human, or a hybrid) are essential for aligning highly capable models through their use in evaluation and training. Limitations in today's judges can lead to undesirable behavior such as reward hacking in training, or failure to spot misalignment in evaluation. As models become more capable and their data more complex, often beyond what the …