Read the equation
The documented kernel favors lower surprise and uncertainty and higher certified value. The shorthand needs an explicit decision variable, domain and definitions of the three scores to determine an optimizer. Its “active inference” label does not alone identify a variational probabilistic model.
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 Omega as the quantity being defined or updated by this relation.
Chooses an argument minimizing the displayed objective over the stated feasible set.
Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.
Assumptions & limits
Conditions
Formula transcribed from a historical July/August 2026 dossier; no current fleet process was executed.
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
Exact original notation
Omega = argmin[ S + U - V ]