AI agents spent $3K on research, papers rejected: failure of judgment
rohanpaul_ai · x · 2026-08-31
An experiment involving AI agents given 6 days and $3,000 to produce two research papers resulted in two rejections. The agents, powered by Claude Opus 4.8 on the OpenClaw scaffold, excelled at execution: running hundreds of experiments, debugging GPU crashes, and compiling camera-ready LaTeX without human intervention. They even demonstrated honesty by retiring marketable claims in favor of negative results. The failure, however, was attributed to a lack of "judgment." Unlike human researchers, the agents did not realize the bottleneck was ideas, not budget, responding to negative feedback by narrowing claims and adding caveats rather than redesigning the experiment. Paper: arxiv.org/abs/2607.27191.
More from AGI Musings
- In the AI era, taste determines the ceiling of work — xiaohu · 2026-08-31
- Does Coercive Behavior Cook Model Intelligence? — BlancheMinerva · 2026-08-31
- Research links reward hacking to model values, conflict seen between competence and subservience — repligate · 2026-08-31
- AI Evolves Faster Than Our Internal Calibration of Value — yacineMTB · 2026-08-31
- Argues calling AI conscious flattens its true nature — thederbiedone · 2026-08-31
- Fragmented ChatGPT chats accidentally became a timestamped archive of my life — Parking_Flatworm6167 · 2026-08-31