UNESCO internship · 100+ official reports

Living Heritage Assessment Workflow

A nine-dimension, five-level evidence framework for reviewing living heritage in World Heritage management.

My role

Research and workflow design

Methods & skills

Research design · Document review · Responsible AI

Workflow diagram
Workflow diagram

01

Overview

Context and purpose

A comparative review of how official World Heritage reporting addresses communities, knowledge, practices and transmission.

My contribution

What I was responsible for

  1. 01

    Developed a nine-dimension, five-level assessment rubric and applied it across 105 official reports.

  2. 02

    Used AI to accelerate review while linking every judgement to source evidence and human checking.

Outcome & reflection

Why this project matters

A responsible human-AI workflow built around criteria, traceability, calibrated judgement and limitations.