| # Standard Terminology for Syntactic Parsing & State Engine Architecture |
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| **Document ID:** TD-1954-008-REV3 |
| **Subject:** Standard terminology for technical documentation |
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| ## 1. Intent & System Boundaries |
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| 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. |
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| 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. |
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| ## 2. Standard Lexicon |
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| | Popular / Market Term | Mandatory Internal CS Specification | |
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| | 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. | |
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| ## 3. Operational Execution Mandate |
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| Under no circumstances shall the **Linguistic Input Interface** be permitted |
| to directly mutate system memory without prior validation against the |
| **State Configuration Schema**. |
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| 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. |
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| The **State Machine** maintains sole execution authority over memory |
| transition states and hardware affinity allocations. |
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