The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions

In three linesA framework uses language models to identify 'alien' research directions—coherent with existing literature but unlikely under current researcher distribution. On 16,068 AI/NLP papers, the method explores 3.5-7× broader conceptual space than baselines while maintaining scientific coherence.

Summary generated by Claude — human-verified