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Across these approaches, the RAND researchers identified four foundational elements that are critical to achieving compliance and promoting security:
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RAND researchers identified four foundational elements critical to achieving compliance and promoting security across these approaches
Confidence Score
0.950
Claim Maker
The author
Context Type
Research Brief
Subject Tags
AI Security Research
UUID
a11667d3-ad26-49be-85ec-3aace3c58d6d
Vector Index
✗ 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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Four Governance Approaches to Securing Advanced AI
Completed Research
52 claims 🔥
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.

Artificial Intelligence AI Security Governance Regulation Policy Compliance Risk Management

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