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AI Risk

Environmental cost (energy consumption)

"Training large AI models requires a substantial amount of computing power to handle vast datasets, which translates into high energy consumption."

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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
Entity3 - Other
Intent2 - Unintentional
Timing1 - Pre-deployment
CategoryEnvironmental, economical, and societal challenges
SubcategoryEnvironmental cost (energy consumption)

Related techniques

Attack methods connected to this risk.

No linked attack methods. No AI attack method is connected to this risk in the current data.

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.