capability-diffusion

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#capability-diffusion

Access control may buy time without buying permanent control. If so, what should we do with the time?

Reddit r/singularity · 2026-08-24

The article questions the long-term effectiveness of access controls for AI safety when capabilities inevitably diffuse to other models, and suggests a shift towards building robust systems in response.

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#capability-diffusion

Two AI Metrics Diverged: Will it Make All the Difference?

arXiv cs.AI · 2026-07-02 Cached

This paper analyzes how different AI performance metrics (bounded vs unbounded) determine whether frontier AI capabilities remain concentrated among wealthy actors or diffuse to smaller models, with implications for regulation.

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