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cs.AI2026
Continual Graph Memory and Community Infrastructure for AI-Assisted Mathematical Discovery
Junyi Zhang, Jinxi Yu, Eric Hanchen Jiang +27
Mathematical discovery requires preserving partial ideas and the evidence supporting their reuse. We present Ansatz, a research harness whose continual graph memory separates model…
cs.AI2026
Decision Readouts for Text-Mediated Video Anomaly Detection: An Exploratory Evaluation of Jev and Qwen
Xukui Qin, Youting Wang, Xinjie He +4
How much does the decision readout matter when video-derived textual evidence is held fixed? We evaluate Jev typed decisions and three Qwen readouts on a sparse development sample…