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Deepling.tech

An AI-powered technology commentary and content production platform.

OngoingDEEPLING

Overview

Deepling.tech is not a one-off article generator. It is a long-running AI media experiment studying how an AI system discovers worthwhile technology events, forms opinions under factual constraints, maintains a stable editorial persona, and improves through publishing, monitoring, and feedback.

Highlights

  • Generates distinctive commentary on technology trends, products, and industry events.
  • Explores automated media workflows from discovery and argument construction to publishing.
  • Runs on supporting infrastructure such as an LLM gateway, portal, authentication, and monitoring.

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.

Outputs