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Daily AI intelligence with source evidence

Track meaningful AI changes across official releases, X, Reddit, newsletters, product blogs, public webpages, and APIs.

Collection, deduplication, summarization, translation, and human selection stay connected to the original source.

Scope
Social platforms, official sites, and the public web
Signal processing
Keyword filters, deduplication, and cross-source checks
Editorial output
Top stories, quick scans, and daily layers
Evidence
Time, source, and original URL

Latest published evidence

This build keeps the published summary, date, and original source in the initial HTML.

How public signals become daily intelligence

Frontline Lab expands public-signal coverage, then reduces noise through topic rules, cross-source checks, and human review.

X and Twitter signal collection

Tracks public posts and account activity across X, then applies topic keywords and exclusions while retaining original links.

Reddit data collection

Organizes posts, top comments, discussion heat, and comment velocity from high-signal subreddits.

Public web and multi-source collection

Connects official sites, product blogs, public webpages, newsletters, and API updates with social signals in shared topic threads.

Editorial selection and evidence

Top stories explain why they matter. Every item retains time, source name, and original URL.