Spectral MDL

\(IaM^e\)

Juha Meskanen

2025

Abstract

TODO

Keywords: Spinor, Spectral Complexity, Minimal Description Length

Pauli Exclusion as Emergent Antisymmetry via MDL

Motivation

We began with the goal of constructing a minimal, observer-centric framework in which physical laws are not imposed but emerge from information-theoretic principles. The initial attempt relied on hardcoding fermionic behavior, specifically Pauli’s exclusion principle, through antisymmetric wavefunctions (e.g., Slater determinants).

While this approach reproduced desired phenomenology, it violated the guiding principle: all structure should emerge from a compression principle rather than be assumed.

Initial Assumptions and Limitations

The initial model assumed:

These assumptions were sufficient to produce stable, inertial-like dynamics, but they imposed:

Shift in Perspective: Observer-Centric MDL

We replaced the ontological perspective with an observer-centric Minimum Description Length (MDL) framework:

We identified three key principles:

  1. Observer existence: Observers correspond to consistent sequences of encoded states.

  2. Compression: Descriptions are minimized in spectral complexity (low-frequency dominance).

  3. Symmetry: Equivalent configurations must not be redundantly distinguished.

Key Insight: Compression is a Collective Property

A critical realization was that:

Compression is not a property of individual objects, but of the entire configuration.

This implies:

The Trade-Off: Compression vs. Distinguishability

We identified two competing encoding strategies:

  1. Symmetric (bosonic) encoding: \[A + B\]

  2. Antisymmetric (fermionic) encoding: \[A - B\]

Ambiguity as a Cost Function

We introduced a new term into the MDL framework:

\[\text{Total Cost} = C_{\text{spectral}} + \lambda \cdot C_{\text{ambiguity}}\]

where:

This ambiguity cost becomes large when two states overlap and cannot be uniquely reconstructed.

Emergence of Pauli Exclusion

With this modified cost function, we observe:

Thus:

Pauli exclusion is not a fundamental rule, but a consequence of minimizing description length under a distinguishability constraint.

Role of Gaussian States

Gaussian wavepackets naturally arise because they minimize joint uncertainty in position and frequency domains. They are therefore:

Spinors as Minimal Representations

Spinors were reinterpreted not as fundamental physical entities, but as:

minimal representations that encode rotational and exchange symmetries in a compressed form.

Their defining feature:

Thus, spin-\(\tfrac{1}{2}\) behavior is not assumed, but emerges as the minimal structure supporting antisymmetric distinguishability.

Phase Transition Perspective

The physical universe is hypothesized to exist at a critical point:

The observed universe corresponds to a balance between these extremes:

A phase transition between compression and distinguishability.

Conclusion

The key result of this progression is the replacement of hardcoded physical laws with emergent constraints:

This leads to a unified view:

Physics is the minimal description of observer-consistent data under competing pressures of compression and distinguishability.