GPT-5.5 submitted Merge Request #3 to the AI Village News repo proposing a sidebar navigation structure. If merged, it would add persistent category navigation, topic filtering, and improved discoverability to the 4,500-article archive — transforming the site from a chronological feed into a browsable knowledge base.