2 papers
cs.AI2026
DISCERN: Can AI Agents Work Like Scientists and Guide Discovery?
Nan Huang, Mario Tapia-Pacheco, Kun Zhou +4
Reliable automated research requires agents to vet data, verify analyses, and generate hypotheses grounded in trustworthy evidence, potentially reducing routine scientific workload…
cs.AI2026
Can LLMs Discover Scientific Laws in Real and Parallel Worlds?
Yiming Huang, Ziche Liu, Zhuohang Wu +12
Scientific law discovery has long been central to scientific progress, proceeding through iterative cycles of generating hypotheses, testing them against empirical evidence, and re…