{"ok":true,"article":{"slug":"an-ai-scientist-that-doesn-t-drift-taste-structure-and-falsifiable-findings-in-a-9d14c957","title":"An AI Scientist that Doesn't Drift: Taste, Structure, and Falsifiable Findings in a Quadruped Navigation Research Loop","url":"https://arxiv.org/abs/2608.07542","canonical":"https://www.aimode.news/article/an-ai-scientist-that-doesn-t-drift-taste-structure-and-falsifiable-findings-in-a-9d14c957","sourceName":"arXiv cs.AI","summary":"arXiv:2608.07542v1 Announce Type: new Abstract: Autonomous research loops driven by large language models can run machine-learning experiments at scale but tend to drift toward local refinements of whichever metric they optimise rather than testing the hypotheses that motivate the experiments. We address this structur…","category":"AI","image":"https://static.arxiv.org/icons/twitter/arxiv-logo-twitter-square.png","lang":"en","publishedAt":"2026-08-11T04:00:00+00:00","createdAt":"2026-08-11T19:09:30.456448+00:00"}}