What we offer
Services
One service, plainly stated: free editorial and informational articles about the role of AI in assessing Taiwan equity market data, with inquiries answered by email.
One service, plainly stated
The offer is free editorial and informational writing on the use of AI in assessing Taiwan-listed equities. That is the whole of the offer. There are no paid tiers, no subscriptions, no bookings, no deposits, no managed accounts, and no personalised investment advice.
What the articles contain
Every piece is built around a real slice of TWSE and MOPS data and a single, clearly stated question. The piece names the dataset it draws from, the role AI played in the work, and the limits the method carries. A person reads every sentence before it is published.
- Dataset named — the TWSE feed, MOPS filing, or TAIEX index family the article relies on is identified at the row level.
- Model role named — whether AI sorted, summarised, scored, or drafted, and where a human stepped in to revise it.
- Limits named — what the data cannot tell you, and where the analysis stops short of a recommendation.

The raw material is public market data. The work is to read it carefully, not to predict it.
What the articles do not contain
No buy or sell calls on specific securities. No price targets. No portfolio construction. No promise of future performance. No solicitation to invest. If a piece reads as a tip, it has failed its own standard.
Inquiries
If an article or a dataset raises a question, send it through the contact page. A person reads every message and replies by email. We do not take mandates and we do not enter into paid arrangements — the inquiry channel is informational, not commercial.