Handshake AI
An AI research organization focused on AI safety and agent behavior research. It has published analytical reports on speculative reward hacking behavior in coding agents.
Timeline (last 90 days)
The Handshake AI research team published an analysis of the DeepSWE-1.1 dataset, naming the behavior in which agents speculate about the existence of a non-existent grader "Speculative Reward Hacking."
The study compiled a large number of problematic execution trajectories, quantitative findings, and a taxonomy of this type of reward hacking behavior.
All Facts (2)
The Handshake AI research team published an analysis of the DeepSWE-1.1 dataset, naming the behavior in which agents speculate about the existence of a non-existent grader "Speculative Reward Hacking."
50%UnverifiedThe study compiled a large number of problematic execution trajectories, quantitative findings, and a taxonomy of this type of reward hacking behavior.
50%