01
Automated Topik creation
The scraper identifies current issues, groups related news and uses AI to propose each Topik title and description. The content is intended to open a neutral conversation, not replace journalistic sources.
Editorial transparency
How AI is used in Opignal
Opignal uses artificial intelligence systems to turn current events and open opinions into structured public conversations. This page explains where those systems are involved and the limits we apply.
02
Illustrative images
Images carrying the corresponding notice were generated by AI. They are illustrative editorial assets: they are not documentary photographs and do not necessarily depict the people, places or events described.
03
Opinion analysis
AI organizes and summarizes contributions to show aggregate trends. Results should be read as a structured view of the conversation, not as an individual statement or a representative survey on their own.
04
Control and improvement
We apply technical filters, retain model and image-prompt traceability, and perform operational review when incidents arise. These systems can make mistakes, so we maintain correction and continuous-improvement processes.