16 citations · 20 across the 4 of their papers we have counts for
4 papers
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…
An Exact Theory of Causal Emergence for Linear Stochastic Iteration Systems
Kaiwei Liu, Bing Yuan, Jiang Zhang
After coarse-graining a complex system, the dynamics of its macro-state may exhibit more pronounced causal effects than those of its micro-state. This phenomenon, known as causal e…
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.…