Audit & Quality Metrics

NatSecPulse grades its own signal. These numbers are computed directly from the live database — reader feedback, the entity graph, and ingestion timestamps — with no AI in the loop. They update daily.

Precision (proxy)
100.0%
9101/9105 in-feed stories clean of "not defense tech" feedback
False-positive rate
0.0%
4 stories flagged by readers
Source diversity
47.6%
783 outlets · top 5 hold 52.4%
Ingestion latency (p95)
13.3h
median 23m · n=7516
Feed freshness
18s
age of newest in-feed story
Entity coverage
4.3%
391/9105 stories with extracted entities
Source mix

Distribution of in-feed primary sources by provenance category. A healthy mix spans official, independent, and analysis outlets.

Coverage by window
Window CompanyAgencyProgramTechnology Total
30d 20121615 63
90d 20121615 63
180d 20121615 63

Distinct companies, agencies, programs, and technologies the feed has covered in each trailing window.

Precision by source
SourceIn feedFlaggedPrecision
DVIDS 1844 2 99.9%
Defence Blog 1638 0 100.0%
RealClearDefense 1045 0 100.0%
Breaking Defense 803 0 100.0%
SpaceNews 784 0 100.0%
Defense News 465 0 100.0%
The War Zone 446 0 100.0%
Army Technology 316 0 100.0%
DefenseScoop 308 0 100.0%
Naval Technology 263 0 100.0%
Al Jazeera 171 0 100.0%
CBS News 152 0 100.0%
Defense.gov 94 0 100.0%
New York Times 86 1 98.8%
Fox News 77 0 100.0%
Military Times 77 0 100.0%
NBC News 56 0 100.0%
BBC 55 1 98.2%
Defense One 53 0 100.0%
Defence-industry 49 0 100.0%
ABC News 40 0 100.0%
Interestingengineering 40 0 100.0%
NPR 40 0 100.0%
The Diplomat 31 0 100.0%
Washington Post 21 0 100.0%

Method. Precision is a proxy: the share of in-feed stories that have not drawn "not defense tech" reader feedback (false-positive rate is its complement). Coverage counts distinct normalized entities seen per window. Latency is publication→ingestion lag (article.created_at − published_at), reported as median and 95th percentile. Source diversity is 1 − the citation share of the top 5 outlets. All metrics are deterministic D1 aggregations; the JSON is at /api/quality.

Last computed: 2026-06-22 03:31 UTC