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AI Risk

Energy Consumption

Some learning algorithms, including deep learning, utilize iterative learning processes [23]. This approach results in high energy consumption.

AI Risk6. Socioeconomic and Environmental6.6 > Environmental harm1 - Pre-deployment

Record summary

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Techniques0Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domain6. Socioeconomic and EnvironmentalThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain6. Socioeconomic and Environmental
Subdomain6.6 > Environmental harm
Entity2 - AI
Intent2 - Unintentional
Timing1 - Pre-deployment
CategoryEnergy Consumption
Subcategoryn/a

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.