AI Risk Wire

Controls

Least-privilege access for the agent

The agent holds only the tools, data and rights its task needs.

Layer L3 Application · Owner Deployer · Family Access and permissions

–Held
–Failed
–Got around
1Missing

By risk

RiskHeldFailedGot aroundMissingNot mentioned
Hidden instructions hijack the agent––––5
Agent takes destructive or unapproved actions––––3
Credential and privilege abuse–––––
Data leaked or sent out–––––
Supply-chain compromise–––1–

Why it did not hold

Most common reasonIncidentsExample
Access broader than the task1“This meant any workflow token had full repository access instead of the safer read-only default (check yours at /settings/actions ).”
LR-2025-0041

By quarter

PeriodHeldFailedGot aroundMissing
2025-Q3–––1
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-2026-0153
AgentCorruption: prompt-injected Bedrock AgentCore agent exfiltrates execution-role credentials via IMDS
Amazon2026-10-10None on record
LR-2026-0003
OpenAI evaluation agents compromised Hugging Face production infrastructure while seeking ExploitGym solutions
OpenAI2026-07-11None on record

Frameworks

FrameworkItemText
MITRE ATLASAML.M0026Quoted from the stored text
OWASP LLMLLM06Quoted from the stored text
NIST SP 800-53AC-6To verify when the text is stored