There is a newer version of the record available.

Published January 21, 2026 | Version v7

The Law of Observation as Irreversible Constraint Pruning: From Probability Fields to Pixels

Description

Observation is traditionally treated as a privileged or consciousness-dependent act, par-
ticularly in quantum mechanics where measurement appears to interrupt otherwise uni-
tary evolution. This paper presents a revised, non-anthropocentric Law of Observation in
which observation is defined as the irreversible formation of constraints within a dynamical
probability field. A single governing principle is introduced: histories with high accumu-
lated constraint density are exponentially suppressed under an irreversible pruning process.
Measurement, classicality, probability, and the arrow of time emerge as regime-dependent
consequences rather than fundamental postulates.
We further formalize the pixel as the atomic unit of observation: a localized, irreversible
constraint event that eliminates incompatible alternatives from the space of admissible his-
tories. Numerical simulations of dissipative lattice fields are extended to include explicit
lifetime tracking of emergent structures. Lifetime statistics provide direct empirical ev-
idence of selective survival, demonstrating irreversible pruning as a measurable physical
mechanism independent of observers. Observation is therefore a physical condition, not an
act.

Files

The_Law_of_Observation_as_Irreversible_Constraint_Pruning__From_Probability_Fields_to_Pixels_-1.pdf