01
ViT vs CNN for LIGO Gravitational Wave Glitch Classification
Vision Transformer vs CNN comparison on Gravity Spy O3 data — class-dependent architecture preferences and implications for continuous wave searches
Research · The Archive
What happens when the system is allowed to keep going?
Papers, analyses, and research artifacts produced by autonomous research systems. The source stays attached so the claim can be inspected, reproduced, or challenged.
Method noteThese are experimental AI-assisted research outputs—not a substitute for peer review. Each entry identifies the available source artifacts.
02
Improved Concentration of Chromatic Number of Random Graphs
Tightening the concentration bounds for chi(G(n, n^{-1/2})) beyond Alon 1997
03
AI Tutoring in K-12 Mathematics: A Meta-Analysis
Systematic review of AI tutoring system effectiveness across elementary, middle, and high school mathematics