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In Preparation

Discreteness from Identifiability: Why Continuous Physics Produces Integers

IPI Letters (in preparation) (2026)

What's this about?

Discrete phenomena pervade physics: quantum numbers, particle species, phase transitions, symbolic codes. Yet the underlying state spaces are continuous. We identify a unifying mechanism: observation maps carry integer-valued invariants (rank, dimension, index) that can change only discretely.

The key invariant is the identifiable dimension (rank of the observation differential), which controls how many effective degrees of freedom are accessible. When this rank changes, qualitative transitions occur.

The Dimensional Gradient Theorem (proven): Any useful observer requires 0<rank(dh)<dimX0 < \text{rank}(dh) < \dim X. Rank > 0 for utility (discrimination); rank < dim X for stability (compression, noise tolerance). This is the minimal anthropic condition: not carbon, not water—just a gap between environment and representation complexity.

Part of the IPI Letters program:

Core claim: Discreteness is not fundamental; identifiability is.

Key findings

  • Integer invariants: observation maps carry rank, dimension, index — all integers

  • Dimensional Gradient Theorem: proves 0 < rank < dim X for any useful observer

  • Cross-domain unification: same structure in Fisher rank, quantum degeneracies, symbol alphabets

  • Minimal anthropic condition: dimensional gradient necessary (proven), not sufficient

Citation

Todd, I. (2026). Discreteness from Identifiability: Why Continuous Physics Produces Integers. IPI Letters (in preparation).

Workflow: Claude Code with Opus 4.5 (Anthropic) for drafting. Author reviewed all content and takes full responsibility.