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THE CONSCIOUSNESS ATLAS
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ConsciousnessLearn · Explore · Joseph Anady

G16 family 5: Learning

Accumulates one tenth of the normalized change signal in the state. Repeated nonzero updates can accumulate; this expression contains no forgetting or clipping term.

G16 cognitive familiesdocumented formula
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SOURCE 42 · megamind-family-05G16 cognitive families
x+0.1dxx+0.1d_x

Read the equation

Accumulates one tenth of the normalized change signal in the state. Repeated nonzero updates can accumulate; this expression contains no forgetting or clipping term.

Its role in the build

Accumulates one tenth of the normalized change signal in the state.

Terms & definitions

TermMeaning in this source
x

current scalar family state

dx

change signal

d_x / dx_norm

normalized change signal

u / utility

utility input

e / err

error input

s / stab

stability input

φ

golden-ratio constant

How it works

  1. Read the displayed expression together with the surrounding source statement; it is retained as an expression rather than silently completed into an equality.

  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

  • The surrounding implementation must define the input scales and any output clipping.

  • A bounded input does not guarantee a bounded accumulated state.

Original context

Exact original notation
x + 0.1×dx_norm

Related builds

Sources & provenance

01
MEGAMIND_Complete_Technical_Specification.docx
§6, cognitive family row 5 · Jan 24, 2026
x + 0.1×dx_norm

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