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.