Overview

The New York Times developed an internal AI tool called the “Manosphere Report” that uses large language models to automatically transcribe and summarize dozens of podcast episodes, delivering insights directly to journalists’ inboxes. This custom monitoring system helped reporters detect early political shifts and provided crucial signals for coverage decisions.

The Breakdown

• Custom AI monitoring system - The Times built an in-house tool that automatically processes dozens of podcasts using LLMs to transcribe and summarize content
• Real-time political sentiment tracking - The system detected conservative media turning against the administration before it became widely apparent
• Direct editorial impact - Journalists received AI-generated reports in their email that directly influenced story selection and coverage timing
• Early warning system for newsrooms - The tool provided fast, clear signals about political base reactions that guided reporting decisions