Read the equation
The comment combines memory, an attention-like exponential, and a time integral. The body instead computes a mean unity score across family activations, builds Qᵢ=aᵢcos phaseᵢ and Kᵢ=aᵢsin phaseᵢ, and multiplies mean(V) by min(exp(Q·K/√d),10¹⁰) and that score. It never reads Memory or TimeSteps, has no temporal quadrature, and does not apply softmax normalization; the displayed integral is therefore not implemented by this helper.
Terms & definitions
| Term | Meaning in this source |
|---|---|
| Phi | Mean unity score over family activations |
| Q | Activation times cosine phase |
| K | Activation times sine phase |
| V | Activation vector |
| M | Documented memory field, unused in this method |
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Original context
Read the surrounding source passage
return efficiency * fn.States[source-1].Activation
}
// =============================================================================
// COMPLETE THOUGHT INTEGRATION (Section XIV)
// =============================================================================
// T = Φ · ∫[M(t')·exp((QK^T/√d_k)V)] dt'
// CompleteThought integrates all family contributions
type CompleteThought struct {
Phi float64 // Consciousness metric
Memory []float64 // Memory buffer M(t')
Query []float64 // Q vector
Key []float64 // K vector
Value []float64 // V vector
DimK float64 // √d_k scaling
TimeSteps int // Integration stepsExact original notation
T = Φ · ∫[M(t')·exp((QK^T/√d_k)V)] dt'