Motivation
Many AI content systems stop at single-article generation and do not test continuous operation, stable style, or factual control. Deepling.tech uses a real website as the testbed for whether AI can work like a media outlet with editorial judgment.
What We Built
The project builds a pipeline for source collection, topic selection, prompt orchestration, commentary generation, review, publishing, and monitoring. Editorial persona, forbidden zones, tone, and factual constraints are encoded as configurable rules.
Outcomes
The project has produced a public site and an automated content pipeline, providing a long-running sample for studying AI persona consistency, topic selection, fact checking, and media operations. No paper link is available for this project yet.