12 citations · 12 across the 8 of their papers we have counts for
3 papers · 1 filter
Confirmation bias: A challenge for scalable oversight
Gabriel Recchia, Chatrik Singh Mangat, Jinu Nyachhyon +4
Scalable oversight protocols aim to empower evaluators to accurately verify AI models more capable than themselves. However, human evaluators are subject to biases that can lead to…
From Stability to Inconsistency: A Study of Moral Preferences in LLMs
Monika Jotautaite, Mary Phuong, Chatrik Singh Mangat +1
As large language models (LLMs) increasingly integrate into our daily lives, it becomes crucial to understand their implicit biases and moral tendencies. To address this, we introd…
FindTheFlaws: Annotated Errors for Detecting Flawed Reasoning and Scalable Oversight Research
Gabriel Recchia, Chatrik Singh Mangat, Issac Li +1
As AI models tackle increasingly complex problems, ensuring reliable human oversight becomes more challenging due to the difficulty of verifying solutions. Approaches to scaling AI…