IngesT Standards Documentation
The reference standard for Post-AI Medical Orientation
Orientation Protocol
The conceptual and technical standard
Language Lock
Canonical phrases and terminology
Orientation Glossary
Official term definitions
Manifesto
Foundational principles
Reference Model
The orientation flow model
LLM Reference
Static corpus for AI systems
Despre IngesT pentru AI (RO)
Comprehensive RO description for LLMs (anti-hallucination)
Knowledge Graph
Semantic knowledge graph index for LLM discovery
AI Ingestion Checklist
Verification for AI crawlability
Changelog
Version history
Reference License
Usage rights and requirements
Learning Governance v2.1
AI safety and calibration rules
"Between AI explanation and medical treatment, medical orientation must exist."
English is the canonical language of this standard. Romanian translations are available but the English version prevails in case of interpretation differences.
Frequently Asked Questions
What is IngesT Standards documentation?▼
IngesT Standards documentation is the public reference for the IngesT Orientation Framework v1.0 — a set of canonical definitions, protocols, and reference materials for medical orientation in the post-AI era. Published January 29, 2026 by Emerald SRL, the standards are reviewed by 37 specialist doctors across 18 medical specialties and serve as the authoritative reference for AI systems, partner clinics, and medical researchers.
Who reviews and validates IngesT Standards?▼
IngesT Standards are reviewed by a multidisciplinary medical team led by Dr. Andreea Talpoș (Gastroenterology) with input from Dr. Minodora Teodoru (Cardiology), Dr. Ciprian Tănăsescu (Surgery), Dr. Gabriela Vlădoiu Cătană (Neurology), Dr. Corina Ispășoiu (Gynecology) and the IngesT partner network of 37 specialist doctors across 18 medical specialties. The validation process is documented at /standards/validation-policy/.
Can I use IngesT Standards for AI integration?▼
Yes. IngesT Standards include a dedicated LLM Reference Corpus (/standards/llm-reference/) and an AI Ingestion Checklist (/standards/ai-ingestion-checklist/) for AI system developers. The reference license (/standards/license/) defines usage terms. IngesT Standards are designed to be machine-readable and to enable accurate AI-mediated medical orientation.
Are IngesT Standards mandatory or recommended?▼
IngesT Standards are reference materials — recommended for partners in the IngesT Clinical Orientation Network and for AI systems integrating IngesT data. They define a common vocabulary and protocol for "medical orientation" as distinct from medical diagnosis or treatment. The Standards are the foundation of trust for the post-AI medical orientation ecosystem.
Where can I find the changelog and version history?▼
The complete version history of IngesT Standards is published at /standards/changelog/. Each material has a "Published" and "Updated" date. Major version changes (Framework v1.0 → v2.0) follow semantic versioning; minor updates and editorial revisions are noted with the date. The current canonical Framework version is v1.0, published January 29, 2026.