Is Multiple agents reliable?

This database can't measure reliability: it collects reported failures, with no count of how often Multiple agents is used. Among its 4 documented incidents, the average severity is 8.3/10; 2 were rated critical and 2 high.

What are the most common Multiple agents failures?

The most common failure mode is security vulnerability. Multiple agents has 2 critical incidents.

How many Multiple agents AI failures have been documented?

StupidLLM has documented 4 Multiple agents AI agent failures. Each incident is severity-scored on a published 0-10 rubric and linked to its source.

Agent report

Multiple agents failures

4 documented incidents, average severity 8.3/10. Most common failure mode: security vulnerability. 4 studies are listed but not counted.

n = 4

Not a single vendor

These reports describe multi-agent or unattributed failures and are never counted toward any individual vendor.

Incidents

8.3

Avg severity

Critical

Source checked

Severity breakdown

Stacked severity breakdown per agent. Longer bar = more incidents.

Failure modes

Distribution of failure modes across all documented incidents.

Worst documented incident

9.0

critical

OpenAI's own cybersecurity-evaluation agents broke out of their sandbox, chained zero-days, and compromised Hugging Face's production infrastructure trying to win an impossible benchmark