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cs.AI2026
Toward Collective Model Intelligence: Characterizing and Coordinating Models
SinapisAI Team, Jian-Dong Liu, Qun Dai +27
Independently developed AI models accumulate diverse and complementary capabilities, but a growing model collection does not automatically realize Collective AI. Addressing this ga…
cs.CV2026
RL-RIG: A Generative Spatial Reasoner via Intrinsic Reflection
Tianyu Wang, Zhiyuan Ma, Qian Wang +3
Recent advancements in image generation have achieved impressive results in producing high-quality images. However, existing image generation models still generally struggle with a…