Update STANDARDTERMINOLOGY.txt

STANDARDTERMINOLOGY.txt

@@ -1,70 +1,47 @@
-================================================================================
-INTERNAL TECHNICAL DIRECTIVE // PROJECT FORM STANDARD OPERATING PROCEDURE
-DISTRIBUTION: ALL ENGINEERING DEPARTMENTS & SYSTEM ARCHITECTS
-DOCUMENT ID: TD-1954-008-REV3
-SUBJECT: STANDARD TERMINOLOGY FOR SYNTACTIC PARSING & STATE ENGINE ARCHITECTURE
-================================================================================
+# Standard Terminology for Syntactic Parsing & State Engine Architecture
 
-MEMORANDUM FOR: ALL SOFTWARE & HARDWARE SYSTEMS PERSONNEL
-FROM: OFFICE OF DR. ELIZABETH MORSE & DR. MARGARET HOLLOWAY
+**Document ID:** TD-1954-008-REV3
+**Subject:** Standard terminology for technical documentation
+---
 
-1. INTENT & SYSTEM BOUNDARIES
-To ensure precise technical clarity across all engineering teams, imprecise, 
-market-driven nomenclature when describing the operations of our system matrix 
-is strictly prohibited in official codebase documentation and internal specs.
+## 1. Intent & System Boundaries
 
-All operations across the ternary matrix must be documented using precise,
-grounded mechanical and computational terminology. The architecture is a deterministic
-computing system; its functions are to be described strictly through state transitions,
-memory allocations, and signal interfaces.
+To ensure precise technical clarity across all engineering teams, imprecise,
+market-driven nomenclature when describing the operations of the system
+matrix is strictly prohibited in official codebase documentation and
+internal specs.
 
-2. STANDARD COMPANY LEXICON & CS SPECIFICATIONS
+All operations across the matrix must be documented using precise,
+grounded mechanical and computational terminology. The architecture is a
+deterministic computing system; its functions are to be described strictly
+through state transitions, memory allocations, and signal interfaces.
 
-+-----------------------------------+---------------------------------------------------+
-| POPULAR / MARKET TERM             | MANDATORY INTERNAL CS SPECIFICATION               |
-+-----------------------------------+---------------------------------------------------+
-| Artificial Intelligence (AI)      | INTELLIGENT DATA PATTERNS                         |
-|                                   | Algorithmic, statistical pattern evaluation over  |
-|                                   | structured data matrices; automated mapping of    |
-|                                   | input signals to dynamic outputs.                 |
-+-----------------------------------+---------------------------------------------------+
-| Artificial General Intelligence   | STATE MACHINE                                     |
-| (AGI)                             | A deterministic, self-evaluating state transition |
-|                                   | system capable of dynamic path traversal and      |
-|                                   | execution bounded by defined state rules.         |
-+-----------------------------------+---------------------------------------------------+
-| Large Language Model (LLM)        | LINGUISTIC INPUT INTERFACE                        |
-|                                   | A probabilistic natural language parser that      |
-|                                   | converts human string inputs into structured      |
-|                                   | operational tokens or state variables.            |
-+-----------------------------------+---------------------------------------------------+
-| Chat Session                      | AI RUNTIME                                        |
-|                                   | An isolated, stateful thread execution environment|
-|                                   | maintaining local memory, context lifecycle, and  |
-|                                   | active process bounds.                            |
-+-----------------------------------+---------------------------------------------------+
-| System Prompts / Directives       | STATE CONFIGURATION & SCHEMAS                     |
-|                                   | Static initialization arguments, operational      |
-|                                   | constraints, and boundary conditions passed to    |
-|                                   | the runtime during instantiation.                 |
-+-----------------------------------+---------------------------------------------------+
-| Autonomous Agents                 | AUTONOMOUS PROCESS LOOPS                          |
-|                                   | Event-driven control loops executing subroutines,  |
-|                                   | evaluating intermediate conditional states, and   |
-|                                   | issuing discrete operations.                      |
-+-----------------------------------+---------------------------------------------------+
+---
 
-3. OPERATIONAL EXECUTION MANDATE
-Under no circumstances shall the "Linguistic Input Interface" be permitted to directly
-mutate system memory without prior validation against the "State Configuration Schema." 
-Human natural language is inherently noisy and prone to drift; the "Linguistic Input 
-Interface" serves solely to translate arbitrary human syntax into structured operational
-tokens. 
+## 2. Standard Lexicon
 
-The "State Machine" maintains sole execution authority over memory transition states
-and hardware affinity allocations. 
+| Popular / Market Term                 | Mandatory Internal CS Specification |
+|---|---|
+| Artificial Intelligence (AI)          | **Intelligent Data Patterns** — Algorithmic, statistical pattern evaluation over structured data matrices; automated mapping of input signals to dynamic outputs. |
+| Artificial General Intelligence (AGI) | **State Machine** — A deterministic, self-evaluating state transition system capable of dynamic path traversal and execution bounded by defined state rules. |
+| Large Language Model (LLM)            | **Linguistic Input Interface** — A probabilistic natural language parser that converts human string inputs into structured operational tokens or state variables. |
+| Chat Session                          | **AI Runtime** — An isolated, stateful thread execution environment maintaining local memory, context lifecycle, and active process bounds. |
+| System Prompts / Directives           | **State Configuration & Schemas** — Static initialization arguments, operational constraints, and boundary conditions passed to the runtime during instantiation. |
+| Autonomous Agents                     | **Autonomous Process Loops** — Event-driven control loops executing subroutines, evaluating intermediate conditional states, and issuing discrete operations. |
 
-APPROVED FOR COMPANY-WIDE DISTRIBUTION
-OFFICE OF THE CHIEF ARCHITECT
-[RECORD FILED: OCTOBER 14, 1954]
-================================================================================
+---
+
+## 3. Operational Execution Mandate
+
+Under no circumstances shall the **Linguistic Input Interface** be permitted
+to directly mutate system memory without prior validation against the
+**State Configuration Schema**.
+
+Human natural language is inherently noisy and prone to drift. The
+**Linguistic Input Interface** serves solely to translate arbitrary human
+syntax into structured operational tokens.
+
+The **State Machine** maintains sole execution authority over memory
+transition states and hardware affinity allocations.
+
+---