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THE CONSCIOUSNESS ATLAS
Read. Experiment. Follow the evidence.

ConsciousnessLearn · Explore · Joseph Anady

Semantic progress weighted score

Combine state change, produced artifacts, information gain and goal progress with four weights. The terms indicate what counts as progress, but neither the image nor this formula defines how the features are measured.

Cross-project equation postersource graphic; not an execution result
Learn with the Atlas

Combine the contributions

Practice reading a model built from several terms and weights.

Open guided lesson
poster-eq-f72c91fdcf91cdmathematical expression
Ssem=wstate⋅Δstate+wartifact⋅artifact+winfo⋅infogain+wgoal⋅goalprogressS_sem = w_state · Δstate + w_artifact · artifact + w_info · info_gain + w_goal · goal_progress

Read the equation

Combine state change, produced artifacts, information gain and goal progress with four weights. The terms indicate what counts as progress, but neither the image nor this formula defines how the features are measured.

Its role in the build

The Megamind Equation Atlas

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 S_sem 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

  • Feature units and scaling must be compatible; a large easy-to-measure term can dominate without careful normalization.

Original context

Read the surrounding source passage
The Megamind Equation Atlas: Combine state change, produced artifacts, information gain and goal progress with four weights. The terms indicate what counts as progress, but neither the image nor this formula defines how the features are measured.
Exact original notation
S_sem = w_state · Δstate + w_artifact · artifact + w_info · info_gain + w_goal · goal_progress

Related builds

Sources & provenance

01
Megamind equation atlas infographic.png
Panel 9: semantic-score line; verified transcript lines 179–185 · Jul 10, 2026
S_sem = w_state · Δstate + w_artifact · artifact + w_info · info_gain + w_goal · goal_progress

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