standard
Adversary technique framework noted as having no current mapping for the agents' prompt-based guardrail bypass.
No evidence-backed relationships are recorded.
Unit 42 reports endpoint alerts tied to collaboration tools more than quadrupled in 12 months, with 99% linked to chat phishing. Most controls still watch email and logins, not authenticated sessions.
Reality
Cisco Talos revives a 1990s criminology method to describe intrusions as narratives, then uses a business email compromise to show which steps AI makes cheap and where defenders can push back.
Reality
Two years of SIEM ingestion cuts left the data layer that agentic detection will run on, and 24% of security leaders now rank visibility above staffing as their top barrier.
Reality
Nine agencies across four countries refreshed the #StopRansomware Akira advisory on Nov. 13 with indicators current to November 2025 and a three-item action list.
Reality
A Tenable walkthrough of the Azure ransomware crew makes one operational point worth keeping: the alert that matters fires in the control plane, before anything is encrypted.
Reality
A Defender research write-up turns MITRE ATT&CK procedures into synthetic process logs so rules can be exercised without range time. It also says synthetic logs are not attack reproduction.
Reality
High-confidence "no problem" precision fell from a roughly 98% target to 90.8% one week past tuning. Closing alerts automatically buys you a monitoring job, not fewer analysts.
Reality
A six-agency #StopRansomware advisory dated August 10, 2026 gives defenders named CVEs, tooling and file extensions for a group that took about nine months to turn a variant into a business.
Reality