A Novel Hypothesis May Still Follow an Old Direction
TL;DR for operators An AI research assistant may produce proposals that look substantially different from existing papers without identifying fundamentally new research directions. A study comparing 524,308 LLM-generated hypotheses with published scientific research finds that generated ideas have 15–23% lower median directional novelty, even though most evaluated models produce hypotheses farther from their nearest published neighbors. ...