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AI Risk

Privatization of AI

"Researchers in deep learning and those with greater research impact are more likely to migrate to industry, raising concerns about the “privatization of AI knowledge” [278]. Specically, if the most sophisticated AI approaches become proprietary and are used only within private research labs, then it will be impossible for universities to teach them, let alone contribute to leading research."

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AI Risk6. Socioeconomic and Environmental6.1 > Power centralization and unfair distribution of benefits1 - 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
Subdomain6.1 > Power centralization and unfair distribution of benefits
Entity1 - Human
Intent1 - Intentional
Timing1 - Pre-deployment
CategoryWithin-country issues: domestic inequality
SubcategoryPrivatization of AI

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

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

Source

Research source for this risk, when available.