Frontier labs may be scaling reinforcement learning and agentic workflows on reward environments that are too rushed, noisy, or gameable to support institutional self-improvement

Its sharpest stake is whether frontier labs are scaling reinforcement learning and agentic workflows on top of reward environments and vendor pipelines that may be too rushed, noisy, or gameable to support the institutional self-improvement they are pursuing.

https://www.cognitiverevolution.ai/ai-am-highlights-recursive-self-improvement-rushed-and-vibe-coded/