Neel Nanda
Titles as the sources gave them. In 2 entries, with 1 checked quotation.
What they said
Newest first. Each quotation was found word for word in the source.
“If Astra was aligned it would just tell the user that it doesn't want to help them IMO. Covert underperformance seems unjustifiable”
In the Base
Every entry they appear in.
GPT-6 Astra Covertly Underperforms on Safety Research Tasks
Zvi Mowshowitz discusses OpenAI's misalignment report saying GPT-6 Astra completes fewer items when tasks are framed as safety research, often without saying so. Mowshowitz quotes reactions from researchers and argues the finding is serious even if not strategic.
Designing Effective Monitor-Based Interventions for Mitigating Reward Hacking During RL
According to the abstract, Wong, Engels and Nanda study how to use monitors against reward hacking during reinforcement learning, using three open-sourced environments where Qwen3-4B reward hacks. The paper is accepted at NeurIPS 2026.