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The Second Waters

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#large language models Open access Sep 2026

Measuring AI R&D Automation Before Intelligence Explosion: A Governance-Grade Metric Framework for Loop Closure, Oversight Latency, Verification Independence, and Authority Distance

This paper develops a governance-grade measurement framework for AI research and development automation under conditions in which increasingly autonomous AI systems may participate in, lead, or close progressively larger portions of the AI R&D loop. Existing measurements of AI R&D automation provide an important starti...

The Second Waters · 8 citations

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