A practical workflow

1. Define the topic, exclusions and preferred evidence types.
2. Identify first-party feeds, APIs or permitted publication pages.
3. Use AI to classify candidates and propose concise source-grounded summaries.
4. Recheck freshness and archive with reasons while retaining useful foundational material.

Potential benefit

May make ongoing reading more manageable and organized.

Human review and limitations

A watchlist is not exhaustive coverage of the internet. Access restrictions and publication rights still apply.

This is an illustrative workflow, not a measured customer deployment or a guaranteed outcome.