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THE CONSCIOUSNESS ATLAS
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ConsciousnessLearn · Explore · Joseph Anady

Unified AGI harmonic knowledge expansion

Reconstruct a query-dependent quantity by combining the basis functions with coefficients θ_k. The input is transformed by h before basis evaluation. Unlike the small atlas rendering, this graphic explicitly prints k under the summation.

Integrated architecture proposalsource graphic; not an execution result
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poster-eq-dbfb0ebaf54537mathematical expression
K(q)=Σkθkψk(h(q))K(q) = Σ_k θ_k ψ_k(h(q))

Read the equation

Reconstruct a query-dependent quantity by combining the basis functions with coefficients θ_k. The input is transformed by h before basis evaluation. Unlike the small atlas rendering, this graphic explicitly prints k under the summation.

Its role in the build

Unified AGI Equation System

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 K(q) 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

  • The number of terms, fitted coefficients, hash or encoding function, and retrieval quality are unspecified.

Original context

Read the surrounding source passage
Unified AGI Equation System: Reconstruct a query-dependent quantity by combining the basis functions with coefficients θ_k. The input is transformed by h before basis evaluation. Unlike the small atlas rendering, this graphic explicitly prints k under the summation.
Exact original notation
K(q) = Σ_k θ_k ψ_k(h(q))

Related builds

Sources & provenance

01
Unified AGI equation system diagram.png
Group 1: second expression; verified transcript lines 22–28 · Jul 14, 2026
K(q) = Σ_k θ_k ψ_k(h(q))

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