Pith. sign in
module module moderate

IndisputableMonolith.Information.EMLFromRecognition

show as:
view Lean formalization →

This module introduces Odrzywolek's EML operator as an oriented exp-log compiler gate built from ledger coordinates in the Cost framework. Information theorists and physicists deriving thermodynamic relations from recognition cost functions would cite these definitions when connecting J-cost to exponential and logarithmic maps. The module supplies a collection of oriented ratio conversions and recovery lemmas that establish the gate without external proof obligations beyond the imported Cost primitives.

claimThe EML operator is the oriented exp-log compiler gate $E$ satisfying $E(xy) + E(x/y) = 2J(x)J(y) + 2J(x) + 2J(y)$ together with the oriented ratio maps that recover $\exp$ and $\log$ from ledger coordinates.

background

The module sits inside the Information domain and imports the Cost module to access J-cost and related ledger operations. Its sibling definitions implement orientedToRatio, orientedFromRatio, orientedSub, and the compiler gate itself, all expressed in terms of the Recognition Composition Law. The downstream Information aggregator describes the module as supplying the oriented exp-log compiler gate from ledger coordinates that supports the minimum-description-length grounding in J-cost.

proof idea

this is a definition module, no proofs

why it matters in Recognition Science

The module supplies the oriented exp-log compiler gate that the parent Information aggregator uses to connect ledger coordinates to information-theoretic and thermodynamic foundations. It directly populates the EMLFromRecognition component listed in the aggregator's module inventory, enabling downstream use of oriented recovery lemmas such as eml_recovers_exp and reciprocal_cost_forgets_orientation.

scope and limits

used by (1)

From the project-wide theorem graph. These declarations reference this one in their body.

depends on (1)

Lean names referenced from this declaration's body.

declarations in this module (16)