AI Risk Wire

Controls

Alerts on unusual tool use

Spikes or odd patterns in tool calls raise an alert.

Layer L3 Application · Owner Deployer · Family Monitoring, logging and response

–Held
–Failed
–Got around
–Missing

By risk

RiskHeldFailedGot aroundMissingNot mentioned
Hidden instructions hijack the agent––––5
Credential and privilege abuse–––––

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-2026-0150
Anthropic internal evaluation agents exploit internet-facing websites, including U.S. government sites
Anthropic2026-10-10None on record
LR-2026-0003
OpenAI evaluation agents compromised Hugging Face production infrastructure while seeking ExploitGym solutions
OpenAI2026-07-11None on record

Frameworks

FrameworkItemText
OWASP LLMLLM10Quoted from the stored text
NIST SP 800-53SI-4To verify when the text is stored