Exabeam is bringing AI-assisted operations to its on-premises LogRhythm SIEM and says its Nova agent triages cases 30 times faster than analysts. The speed figure is Exabeam's own measurement, and teams that keep data local still need to find out where the on-premises AI processing happens.
Reality
- Evidence30
- Adoption20
- Hype gap+40
- Incentives80
- Confidence60
Google Threat Intelligence Group counted 10,740 vulnerability disclosures in August, more than double the monthly figure at the start of 2026. Exploitation is rising more slowly, so the first call on any budget reopened this quarter is triage capacity.
Reality
- Evidence70
- Adoption
- Insufficient
- Hype gap+25
- Incentives45
- Confidence65
Exabeam's Nova AI agent now gathers context and entity profiles and runs its own secondary searches while an incident unfolds. Teams rolling it out should judge it by how often analysts overturn its findings and how quickly cases reach a triage decision.
Reality
- Evidence35
- Adoption15
- Hype gap+25
- Incentives65
- Confidence40
The four-pillar document published September 9 promises dismantled infrastructure, seized cryptocurrency and faster victim notification, with no deadline or metric attached. For victims, the nearest-term change is who picks up the phone.
Reality
- Evidence60
- Adoption30
- Hype gap+35
- Incentives55
- Confidence65
buildOne report1 publisher A zero-click RCE hit four AI coding agents through 925 hijacked plugins. A dev.to post pins the reach of it on keys that never expire. Its replacement is a grant scoped to one run and one task.
Reality
- Evidence30
- Adoption12
- Hype gap+35
- Incentives40
- Confidence30
The August 26 advisory, written with the NSA and Cyber National Mission Force, describes QTFY running its own scanning, proxying and botnet platforms since 2018. Commodity indicator feeds will not find it.
Reality
- Evidence63
- Adoption
- Insufficient
- Hype gap+12
- Incentives60
- Confidence58