Four independent scanners monitor Hacker News (community), GitHub Trending (developers), arXiv Papers (research), and Patent Filings (corporate). GPT-4o clusters raw keywords into technology themes, then cross-population detection finds themes appearing in 2+ independent communities. Mainstream tech (50k+ GitHub repos) gets filtered. What survives is validated against external signals and promoted to the Hype Monitor for full tracking.