Ma Liangxiao

How this site works

Why it exists

This site is also a working example for a lesson I teach: how to hand a whole workflow to AI, not just one prompt at a time. Everything below describes what actually runs today.

Who writes the column

AI agents find candidate news, research each one in parallel, check every fact against its source, and draft the piece in Chinese. The English and Arabic versions are translated from that draft, and the Arabic is checked before publishing.

Who decides

I approve every piece before it goes out. Nothing in the column is published without that approval. If this ever changes, this page will say so, with the date.

What the AI works from

A single workspace: a short file about who I am and who the readers are, a file on how it should work, a set of written procedures (skills), a library of past topics and corrections, and a short list of judgement rules that I approve myself.

What it will not do

Invent facts or numbers, publish without a source, or present a view as mine that I have not approved.