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THE CONSCIOUSNESS ATLAS
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ConsciousnessLearn · Explore · Joseph Anady

mmcog predictive coherence

Converts a nonnegative Hamming prediction discrepancy to a score in (0,1]. Perfect bit agreement gives one; more disagreement lowers the score. The expression measures predictive agreement in the chosen representation.

Pantheon binary kernelshistorical implementation formula
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pantheon-kernel-predictive-coherencePantheon binary kernels
Φpred=11+dH\Phi_{pred}=\frac1{1+d_H}

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Converts a nonnegative Hamming prediction discrepancy to a score in (0,1]. Perfect bit agreement gives one; more disagreement lowers the score. The expression measures predictive agreement in the chosen representation.

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 Phi_pred 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
Phi_pred = 1/(1 + dH)

Related builds

Sources & provenance

01
PANTHEON-COMPLETE.REDACTED.txt
§8.6; lines 2141–2181
Phi_pred = 1/(1 + dH)

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