Read the equation
States that tool-neuron T_i applies a domain function F_i to x. It is an interface; the actual tool behavior depends on the missing domain-specific function.
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 T_i(x) 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
6. Task operator (safe functional tool)
Each neuron has a task operator:
T_i(x) = \mathcal{F}_i(x)
Where \mathcal{F}_i is a domain-specific function (e.g., compression, network timing, file hash).
No feedback loops.
No internal self-growth.
No recursive reasoning.
Just pure deterministic function.Exact original notation
T_i(x) = \mathcal{F}_i(x)