16 citations · 24 across the 7 of their papers we have counts for
4 papers · 1 filter
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…
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…
Emergence and Causality in Complex Systems: A Survey on Causal Emergence and Related Quantitative Studies
Bing Yuan, Zhang Jiang, Aobo Lyu +6
Emergence and causality are two fundamental concepts for understanding complex systems. They are interconnected. On one hand, emergence refers to the phenomenon where macroscopic p…
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.…