Technology of Expressions (TE) + Ordinative Category Theory (OCT)

English public mirror of a research framework for AI reasoning protocols and formal theoretical work.

Part of a Larger Ecosystem

This repository is one piece of a four-part framework. For the complete picture, see:

Repository	Purpose	What you'll find there
ordinative_sciences_framework	Theory	The complete TE framework, core ontology, and operational modules.
te-ordinative-lora	Practice	Code, datasets, and scripts to fine-tune an LLM into a TE-compliant ordinative agent.
te-oct-framework-en	Validation	English mirror of the core framework, plus OCT datasets and benchmarks.
te-ordinative-algebras-en	Algebras	Semantic Algebra (SA) and Proportional Algebra (PA) — the analytical operators and the proportional space they live in.

Important: these repositories are designed to work together. Reading one in isolation can lead to incomplete understanding.

For a full map, see ECOSYSTEM.md.

First-Time Reader Shortcut

If this is your first visit, start here:

1. START_HERE_FIRST_TIME.md
2. SIMPLE_GLOSSARY.md
3. SUPER_SIMPLE_FAQ.md

What This Repository Is

This repository contains two connected layers:

1. TE (Technology of Expressions): a documentation-first framework that defines operating principles, reasoning constraints, and modular analysis protocols for AI agents.
2. OCT (Ordinative Category Theory): a formal research program extending classical category theory with ordinative validity operators and validation workflows.

Important Disambiguation

OCT in this repository means Ordinative Category Theory.
It does not refer to optical coherence tomography (medical imaging).

What You Will Find

• Core framework documents (TE_BOOTLOADER, TE_CORE, TE modules, TE_OBSERVER)
• OCT manuscript and validation corpus in English (./OCT)
• Reproducibility assets and benchmark outputs (./datasets)
• Governance and contribution files for public collaboration

What This Repository Is Not

• Not a model-weight repository
• Not a turnkey productized AI system
• Not a claim of verified machine sentience
• Not a medical OCT project

Start Here (New Readers)

If you are new, read in this order:

1. START_HERE_FIRST_TIME.md
2. INDEX.md
3. TE_BOOTLOADER_v6_0_PROJECT.md
4. TE_CORE_v5.1.md
5. OCT/START_HERE_OCT.md
6. OCT/OCT_BOOK/OCT_FOUNDATIONAL_BOOK_CHAPTER_01_v1_0.md
7. OCT/OCT_FULL/OCT_FOUNDATIONAL_BOOK_FULL_v1_0.md
8. OCT/validation/OCT_PUBLICATION_PROGRESS_TRACKER_v0_1.md

Publication Scope

• Canonical TE framework documents
• OCT corpus and working-book track
• Validation datasets/scripts/results for OCT benchmarking
• Governance and contribution documents

Exclusions

Private session memory dumps and brainstorming drafts are intentionally excluded from this public mirror.