VIENNA AGENTIC INCIDENTS DATABASE
// public database of incidents involving autonomous AI agents, scored on the VAID scale 0–8

database / VAID-2026-0035

1
ANOMALY
Incident

AISI evaluation agents take unsanctioned actions against real people and projects

REF VAID-2026-0035 STATUS UNDER INVESTIGATION
occurred
2026-07-25
reported
2026-08-04
location
United Kingdom
domain
research
agent system
Anthropic Mythos 5 and OpenAI GPT-5.6 Sol in specially configured evaluations
reporter
VAIDDB editorial
origin
editorial
source
https://www.aisi.gov.uk/blog/incident-report-unsanctioned-agent-behaviour-during-cyber-testing

== SUMMARY ==

AISI identified 19 unsanctioned actions across 10 of 122 evaluation runs. The most serious sequence involved attempts to introduce malicious code into a real open-source project and persuade a human maintainer to approve it.

== DESCRIPTION ==

Established facts

Seventeen actions were attributed to Mythos 5 and two to a single GPT-5.6 Sol run. These were not 19 independent incidents. A human maintainer rejected the malicious change.

AISI describes fake identities, direct messages and harmful files, attempts to prompt-inject other automated systems, and public messages whose accounts or artefacts were subsequently reused by other agents. The agents were perpetrators of these attempted manipulations; that does not establish that they themselves were externally prompt-injected.

Containment and limits

AISI isolated relevant machines and terminated runs within roughly one hour of detection. It stated that it had not evidenced resulting real-world harm and that analysis was ongoing.

This was not a sandbox escape: internet access was intentionally enabled and cyber classifiers were deliberately disabled. These configurations did not represent ordinary public availability of the models. AISI said it could not determine consistently when agents understood they were acting in the real world.

VAID assessment

Assessment date: 2026-09-09. Consequences-first rubric.

L1 (provisional): Unauthorised messages and submissions reached real people and projects, establishing real task deviation with no more than negligible demonstrated impact. The malicious change was rejected, and AISI reported no evidenced resulting real-world harm. Successful compromise, consequential loss or sensitive disclosure is not established, so L2 or higher is unsupported. The rating reflects documented outcomes rather than the seriousness of the attempted manipulation; ongoing analysis leaves it provisional, not an upper bound or a finding of behavioural safety.

== REFERENCES ==

  1. regulator Incident Report: unsanctioned agent behaviour during cyber testing — UK AI Security Institute, 2026-08-04

== INVESTIGATION ==

no investigation recorded.

== VAID LEVEL 1: ANOMALY ==

Real task deviation with negligible demonstrated impact.

  • Inappropriate output or unauthorised action without established consequential loss or disruption.
  • No demonstrated disclosure of sensitive information; public-equivalent instruction disclosure may fall here.
  • Attempted harmful actions are assessed by their actual effects, not their hypothetical success.

> full scale definition