The alien space of science: Coherent but cognitively unavailable directions
AI summary
Editorial policyThe article discusses cognitive constraints in scientific discovery and LLM biases, focusing on directions that are scientifically coherent but unlikely to be proposed due to a lack of existing communities.
Key points
- •Scientific discovery is constrained not only by truth but by what is cognitively available to researchers.
- •Many directions are consistent with the literature but unlikely to be proposed because no community combines the relevant concepts and methods.
- •Modern language models inherit this bias by recombining high-density regions of the literature when prompted for novel ideas.
#Research & Papers#LLM / Model Trends