"AI is a mathematical and logical system. TPMN is Algebraic Logical Language, ALL, to communicate with AI"

For engineering work, I thought AI needs engineering language. Not for understanding, but for parsing. I needed a language that an AI agent could parse unambiguously, that a human could read without a manual, and that survived context compaction intact.

That language is TPMN — an Algebraic Logical Language (ALL).

TPMN stands for four sources:

T LA+ (temporal logic for concurrent systems),

P anini (the ancient Sanskrit grammarian who solved semantic disambiguation),

M athematical notation (for formal constraints),

N atural language (for the subjective meaning that symbols cannot carry alone).

Each source contributes something specific. Together, they form ALL — the language for specifying AI skills.

If you have read the introduction,

you know the F: A → B | P pattern.…