Read the equation
The objective rewards utility, semantic progress, goal progress and novelty, then subtracts penalties, risk and resource use. This is a scoring design whose behavior depends on numerical definitions and scales for every term.
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
Read J_total as the quantity being defined or updated by this relation.
Substitute the source-defined variables or recorded values and follow the displayed arithmetic and indexing exactly.
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
The Megamind Equation Atlas: The objective rewards utility, semantic progress, goal progress and novelty, then subtracts penalties, risk and resource use. This is a scoring design whose behavior depends on numerical definitions and scales for every term.
Exact original notation
J_total = Utility + S_sem + R_goal + B_novel − Penalties − Risk − Resource
Related builds
Sources & provenance
J_total = Utility + S_sem + R_goal + B_novel − Penalties − Risk − Resource