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The analysis additionally identified two principles that guide compliance regime design and implementation: proportionality, which calibrates requirements to entities’ level of risk and operational capacity, and stakeholder engagement with transparency.
Simplified Text
The analysis identified two principles that guide compliance regime design and implementation proportionality which calibrates requirements to entities’ level of risk and operational capacity and stakeholder engagement with transparency
Confidence Score
0.900
Claim Maker
The author
Context Type
Research Brief
UUID
a11667d4-0d1b-471a-8ff5-20f51b0030c7
Vector Index
âś— No vector
Created
February 15, 2026 at 5:20 PM (3 months ago)
Last Updated
February 15, 2026 at 5:20 PM (3 months ago)

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3 months ago
https://rand.org/pubs/research_briefs/rba4159-1.html

RAND researchers identified four governance approaches to strengthen security practices among AI developers: government-enforced standards, developer authorization, industry certification, and self-regulation. The study examines trade-offs between security and innovation, offering insights for policymakers.

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