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New framework links time, causation to social dynamics modeling

Researchers have developed a new framework called Temporal-Causal Unity (TCU) that connects philosophical concepts of time and causation to operational models of cognitive and social dynamics. This framework defines causal progress through a mathematical formula and models agent interactions within a stochastic network. The paper illustrates how TCU can distinguish between consensus and polarization in collective behavior, offering a new approach to modeling complex systems. AI

RANK_REASON Academic paper introducing a new theoretical framework. [lever_c_demoted from research: ic=1 ai=0.4]

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New framework links time, causation to social dynamics modeling

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Jian Liu, Dong Sun ·

    Temporal-Causal Unity as an Operational Framework for Collective Dynamics: Causal-Progress Clocks, Synchronization, and Polarization

    arXiv:2607.18620v1 Announce Type: cross Abstract: This paper develops temporal-causal unity (TCU), a framework connecting a process-philosophical thesis -- time is the ordered unfolding of causal change -- to an operational model of cognitive and social dynamics. The framework de…