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AI Risk

Environmental risk

"In contrast to the previous risks, this hazard is not tied to AI model capabilities. Here, the hazard is energy-intensive data centers, which can lead to increased carbon emissions if they consume carbon-intensive energy sources. Because this risk is realized cumulatively over time, there is no single event that triggers the harm; it is a continuous process."

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AI Risk

Record summary

A quick snapshot of what this page covers.

Techniques1Attack methods connected to this risk.
Mitigations4Defenses that may help with related attacks.
Domainn/aThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domainn/a
Subdomainn/a
Entityn/a
Intentn/a
Timingn/a
CategoryEnvironmental risk
Subcategoryn/a

Related techniques

Attack methods connected to this risk.

Suggested mitigations

Defenses that may help with related attacks.

Model Hardening

Data PreparationML Model Engineering
LifecycleData Preparation + 1 moreCategoryTechnical - ML

Input Restoration

Data PreparationML Model Evaluation+2 more
LifecycleData Preparation + 3 moreCategoryTechnical - ML

Source

Research source for this risk, when available.