Cosmology from Two Axioms 10; Dynamics of the Dark Energy Equation of State under the 83-Bit Information Twistor Framework

Current cosmological observations confirm that the universe is undergoing accelerated expansion, commonly described by a cosmological constant Λ or darkenergy models. This paper, based on the two fundamental principles of ”information conservation” and ”computability of physical laws,” proposes that the equationof state parameter of dark energy can be naturally derived from the quantizationconditions of information twistors. Building upon the static framework where thecosmological constant Λ is determined when the cumulative information twistorreaches a critical threshold (83ln2), this paper extends it to a dynamical scenario.The theory indicates that the cosmological constant Λ is inherently time-evolving,and its evolution is governed by the accumulation process of information twistors.Consequently, the numerical values for the dark energy equation of state parameters are derived: present value w0 = −0.9917, evolution rate wa = 0.0083. Thesepredictions are compatible with current observational data and can be tested withsignificance greater than 5σ by future joint observations from the Nancy Grace Roman Space Telescope (Roman) and the Square Kilometre Array Phase 2 (SKA2).This work provides a microscopic explanation for the dynamical behavior of darkenergy based on quantum information principles and offers clear, falsifiable predictions.