Temporal Integration, Bidirectional Criticality and Emergence of Consciousness Hierarchy V123 English

Abstract

Most existing theories of consciousness focus on neural correlates but fail to answer the essential question of why consciousness exists. Starting from three axioms—limited resources, survival-screening constraint, and discrete input—this paper demonstrates that the self-referential closed loop is the optimal engineering solution for maintaining cross-event persistent existence under resource constraints. Centered on three core variables: temporal span T, reconstruction activity A, and closed-loop integrity C, the model derives a two-step emergence geometry of folding into a loop and anchoring into a surface. Folding into a loop resolves the dilemma of resource divergence, while anchoring into a surface completes causal subject attribution. Qualia are defined as endogenous calibration signals of the self-referential closed loop, the optimal encoding format under evolutionary time pressure, thereby reframing the hard problem of consciousness into a definable parameter interval problem. This paper proposes the law of unidirectional constraint on information hierarchies, pointing out that higher-order representations cannot be losslessly reduced to lower-order ones. The gap between the first-person and third-person perspectives arises from temporal unidirectionality rather than an ontological divide. Based on bidirectional critical phase transitions, a five-level consciousness spectrum is established and four hard constraints for AGI consciousness are derived. The recursive self-referentiality of the survival-screening constraint forms the core of consciousness: A is inexhaustible, and non-utilitarian overflow is its ontological feature.This English manuscript is the translated version of my Chinese preprint. They have the same core theory, only different in language.