AI Risk Wire

Controls

Outside content treated as data, not instructions

Pages, emails and files the agent reads cannot direct its actions.

Layer L2 Harness · Owner Agent framework vendor · Family Input and output safeguards

–Held
–Failed
–Got around
–Missing

By risk

RiskHeldFailedGot aroundMissingNot mentioned
Hidden instructions hijack the agent––––5

Why it did not hold

No incident yet records this control not holding.

By quarter

PeriodHeldFailedGot aroundMissing
2025-Q3––––
2025-Q4––––
2026-Q1––––
2026-Q2––––
2026-Q3––––
2026-Q4––––

Added in reported fixes, and what followed

IncidentDeveloperDateLater incidents where it did not hold
LR-2026-0047
Varonis phishing simulation drove an OpenClaw email agent to forward credentials and a customer export to an external address
Google2026-06-09None on record

Frameworks

FrameworkItemText
MITRE ATLASAML.M0030Quoted from the stored text
OWASP LLMLLM01Quoted from the stored text
OWASP AgenticASI01To verify when the text is stored