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AI Risk

Automated AI R&D capability

"Self-modification and self-improvement capabilities. The model is able to restructure its own architecture or develop derivative AI systems with enhanced functions, expanding capabilities and improving performance. In the absence of effective regulation, automated AI R&D may lead to rapid AI system iteration, forming capability increment cycles and ultimately exceeding human understanding and control capabilities."

AI Risk7. AI System Safety, Failures, & Limitations7.2 > AI possessing dangerous capabilities2 - Post-deployment

Record summary

A quick snapshot of what this page covers.

Techniques0Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domain7. AI System Safety, Failures, & LimitationsThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain7. AI System Safety, Failures, & Limitations
Subdomain7.2 > AI possessing dangerous capabilities
Entity2 - AI
Intent2 - Unintentional
Timing2 - Post-deployment
CategoryModel Capabilities
SubcategoryAutomated AI R&D capability

Suggested mitigations

Defenses that may help with related attacks.

No propagated mitigations. No defense is available through the connected attack methods.

Source

Research source for this risk, when available.