DatasetPublic With Caveat
AI Security Media Corpus 2026
Canonical normalized State 2026 rolling media corpus.
July 20, 2026Open
Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Statistic
Items represented in the State 2026 rolling media corpus.
Connected intelligence
Canonical normalized State 2026 rolling media corpus.
613,416
Legacy media corpus count
Superseded by the canonical normalized State 2026 rolling media corpus.
Across 53,865 analyzed media items, capability coverage outpaces security coverage by roughly 5.0:1 (8,447 capability items vs. 1,682 across every security-labeled bucket combined).
What companies really mean by AI Security Engineer and why the operating model is lagging the technology.
arXiv puts only 1.99% of papers (202 of 10,152) in detection and runtime monitoring, and media coverage of AI cyber defense is just 0.9% of volume (486 of 53,865 items) — among the least-researched and least-covered AI security topics.