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probability_meaning_structure

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The theorem equates the probability-meaning structure to the lossy projection property, showing that epistemic probability arises from finite observers mapping distinct ledger states to identical observations. Researchers resolving interpretations of probability in deterministic frameworks cite this link between ledger determinism and apparent randomness. The proof is a direct term identification with the upstream projection_lossy theorem.

claimFor every observer there exist distinct real numbers $x$ and $y$ such that the projection of $x$ equals the projection of $y$.

background

The module resolves probability interpretations by defining probability as J-cost projection weight under finite resolution. Reality remains deterministic with unique J-minimizers at each ledger step, while observers see coarse-grained fibers whose sizes yield epistemic probabilities. The upstream projection_lossy theorem states: Multiple distinct states map to the same observation. This is the origin of apparent randomness. Its sibling definition probability_meaning_from_ledger encodes the same property as a universal quantifier over observers.

proof idea

The proof is a one-line term wrapper that applies the projection_lossy theorem from the Determinism module to discharge the probability_meaning_from_ledger property.

why it matters in Recognition Science

This anchors the RS resolution that probability is epistemic rather than ontic, unifying frequentist long-run frequencies with Bayesian credence as views of the same projection structure. It fills the step from deterministic ledger to apparent randomness without new postulates, consistent with the forcing chain and the absence of fundamental probability. The result supports downstream claims that Born-rule distributions emerge from the J-cost landscape rather than being imposed separately.

scope and limits

formal statement (Lean)

  77theorem probability_meaning_structure : probability_meaning_from_ledger := projection_lossy

proof body

Term-mode proof.

  78
  79/-- Probability-meaning structure implies lossy projection for any observer. -/

depends on (3)

Lean names referenced from this declaration's body.