Read the equation
Selects a stored signature with minimal Hamming distance to the query. “Exact” here means exact under the stored binary metric, not guaranteed semantic truth or answer quality.
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 the displayed expression together with the surrounding source statement; it is retained as an expression rather than silently completed into an equality.
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
return argmin_i d_i