Turn noise into traceable developments
AI News organizes public reports into facts, stories and periodic editions.
- 01
Source collection
Public pages, RSS and permitted APIs enter the candidate pool.
- 02
Selection and scoring
Quality and editorial scores assess credibility and reading value.
- 03
Fact / Story grouping
Reports of the same fact are grouped; distinct developments retain separate timeline entries.
- 04
Publication output
Only published content reaches pages, reports and machine interfaces.
Selection, dual scoring and writing
Candidates pass deterministic rules and quality checks. Quality scores assess sources, completeness and evidence; editorial scores assess novelty, impact and reading value. Workers assist writing, while page requests never generate publication decisions or permissions.
Facts, stories and deduplication
A Fact records a verifiable development; a Story connects related Facts. The home page groups reports by Fact and selects a deterministic representative. Other public sources remain available within the group.
Trending and reports
Trending uses precomputed windows, public sources and aggregated signals; it is not a quality ranking. Daily, weekly and monthly reports use published content. References are rechecked on every read, and withdrawn content is not exposed.
Publication and signal boundaries
Publication is the public boundary for reports, article bodies, Facts and citations. Signal-only material may contribute to heat and appear as related discussion, but it does not become a formal report or confirmed fact.
Sources, withdrawals and attribution
Original rights belong to the respective sources. This site displays only permitted content. Withdrawals, permission changes and corrections affect all pages. Source URLs are validated, and external content is never treated as site instructions.