Research sources
Independent reporting referenced on this site.
Research checked 9 October 2026. Sources are not partners or endorsements. Publication dates are shown; they are not incident dates.
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7 Oct 2026 / Microsoft
3 lessons from frontier AI vulnerability research
Cited for: validation is becoming a bottleneck.
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1 Oct 2026 / Microsoft Digital Defense Report
Microsoft Digital Defense Report 2026
Cited for: attack timelines are compressing.
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30 Sep 2026 / Transluce
Investigation: agent activity involving government websites
Cited for: ordinary tasks can produce concerning behavior.
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