16 citations · 20 across the 4 of their papers we have counts for
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physics.soc-ph2026
Save 2050: A Planetary-Scale Collective Prediction System for the Singularity Crisis
Jiang Zhang, Bing Yuan, Qian Zhang
The Anthropocene mode of development is driving civilization toward a "singularity crisis": artificial intelligence (AI) is rapidly approaching general intelligence (AGI) with esca…
physics.soc-ph2026
Self-Reference in Large Language Models: The Introspection Threshold for Recursive Self-Improvement
Jiang Zhang, Bing Yuan, Qian Zhang
The pursuit of self-evolving AI raises a critical question: when is autonomous self-improvement sustainable rather than degenerative? Drawing an analogy to von Neumann's complexity…
physics.soc-ph2023★ 16 cited
Finding emergence in data by maximizing effective information
Mingzhe Yang, Zhipeng Wang, Kaiwei Liu +3
Quantifying emergence and modeling emergent dynamics in a data-driven manner for complex dynamical systems is challenging due to the lack of direct observations at the micro-level.…