This forum thread captures a messy debate about authorship and AI transparency in chess analysis.
Towforce posted something about applying topological data analysis and graph theory to chess. Critics accused him of using a chatbot to write it, then passing it off as his own work. Towforce pushes back hard. He claims he writes his own posts and only uses AI to summarize video content, which he tags clearly. He's annoyed at being misread.
The core disagreement is simple. One side sees unmarked AI-written passages and smells dishonesty. The other side says the critic is misunderstanding how the text was actually produced. Towforce insists his original ideas and prompts are his. The chatbot just cleaned them up.
This matters because chess analysis is moving fast into AI territory. Engines already dominate opening prep and endgame study. Now writers are using language models too. The chess community needs clear rules about what gets disclosed. If someone's using ChatGPT or Claude to write analysis, that should be labeled. Readers deserve to know whether they're reading human thought or machine polish.
Towforce's tagging practice sounds reasonable. But this thread shows the friction building around AI in chess publishing. More transparency would help everyone.