AI Failure Index · Assessment
AI Autonomous System failure assessment
The failure modes that hit Autonomous System systems in production, the real indexed incidents behind each, and the runtime control that would have caught them.
Autonomous System failure surface
- 24failures on this surface
- 3catastrophic
- 33%under active regulatory exposure
Agentic Action Error
20 on this surface3 Catastrophic 8 High 6 Medium 3 LowRuntime control AgentRealm is purpose-built for this. The agent-runtime layer above Prism and OmniGuard inspects each tool call against intent and scope, and intervenes before the action commits.
Brand & Safety Incident
3 on this surface1 Medium 2 LowRuntime control Prism reads the model's representation against brand and safety policy. OmniGuard blocks inline. AIDR provides the post-incident audit trail.
Data Leakage
1 on this surface1 HighRuntime control OmniGuard redacts inline. Prism observes the model's representations to flag identity-bound content before it reaches a response. AIDR provides the audit trail.
See how Realm catches these failure modes at runtime, before they reach a user.
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