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THE CONSCIOUSNESS ATLAS
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ConsciousnessLearn · Explore · Joseph Anady

Implementation of saturating substrate learning

Computes an increment proportional to remaining coherence capacity and learning drive, then stores the incremented value with an upper clip at one. Nonnegative increments require corresponding nonnegative input factors.

Integration and coherencedocumented formula
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eq-284b9ff01914aemathematical expression
float delta = (1.0f - sub.phi) * Gamma * pi_eff;

Read the equation

Computes an increment proportional to remaining coherence capacity and learning drive, then stores the incremented value with an upper clip at one. Nonnegative increments require corresponding nonnegative input factors.

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 delta 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

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

Read the surrounding source passage
auto& sub = fam.substrates[fam.active_idx[sub_id]];

// MASTER UPDATE: φ(t+) = φ(t) + (1-φ(t)) × Γ × π^eff
float delta = (1.0f - sub.phi) * Gamma * pi_eff;
sub.phi = std::min(1.0f, sub.phi + delta);
sub.last_tick = t;
sub.nu *= 0.99f;  // Novelty decay
}
Exact original notation
float delta = (1.0f - sub.phi) * Gamma * pi_eff;

Related builds

Sources & provenance

01
Complete_Consciousness_Equation_Notes_RAW.txt
line 6220 · Jul 21, 2026
float delta = (1.0f - sub.phi) * Gamma * pi_eff;
02
Pasted text(3).txt
lines 161–233 · Jul 21, 2026
float delta = (1.0f - sub.phi) * Gamma * pi_eff;

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