2 papers
cs.LG2026
The Last Human-Written Paper: Agent-Native Research Artifacts
Jiachen Liu, Jiaxin Pei, Jintao Huang +34
Scientific publication compresses a branching, iterative research process into a linear narrative, discarding the majority of what was discovered along the way. This compilation im…
cs.AI2026
Sci-Reasoning: A Dataset Decoding AI Innovation Patterns
Jiachen Liu, Maestro Harmon, Zechen Zhang
While AI innovation accelerates rapidly, the intellectual process behind breakthroughs -- how researchers identify gaps, synthesize prior work, and generate insights -- remains poo…