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THE CONSCIOUSNESS ATLAS
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ConsciousnessLearn · Explore · Joseph Anady

Similarity in permille

Converts Hamming agreement to a value on a nominal 0–1000 scale. Equal signatures score 1000 and complementary signatures score zero. Integer rounding is an implementation detail that must be retained for exact result replication.

Pantheon binary kernelshistorical implementation formula
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pantheon-kernel-similarityPantheon binary kernels
s1000=1000D−dHDs_{1000}=1000\frac{D-d_H}{D}

Read the equation

Converts Hamming agreement to a value on a nominal 0–1000 scale. Equal signatures score 1000 and complementary signatures score zero. Integer rounding is an implementation detail that must be retained for exact result replication.

Terms & definitions

The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.

How it works

  1. Read similarity_permille as the quantity being defined or updated by this relation.

  2. Substitute the source-defined variables or recorded values and follow the displayed arithmetic and indexing exactly.

  3. Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.

Assumptions & limits

Conditions

  • Formula transcribed from a historical July/August 2026 dossier; no current fleet process was executed.

Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.

Original context

Exact original notation
similarity_permille = 1000 * (D - hamming) / D

Related builds

Sources & provenance

01
PANTHEON-COMPLETE.REDACTED.txt
§8.2; lines 2101–2103
similarity_permille = 1000 * (D - hamming) / D

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