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Bounded Sovereignty and the Control Tax: Pricing AI Oversight When the Deployer Does Not Own the Model

arXiv cs.AI ↗ · 2026-08-21 Cached

This paper introduces the concept of bounded sovereignty to describe partial access deployers have to AI systems, arguing that access conditions determine the feasibility of control protocols and proposing a framework to price oversight costs.

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#model-risk

OpenAI flags possible critical cybersecurity risk in upcoming model, tightens controls

Reddit r/ArtificialInteligence ↗ · 2026-08-08

OpenAI has flagged a possible critical cybersecurity risk in an upcoming model and is tightening controls in response.

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Open-source tabular model validation toolkit TanML needs feedback [D]

Reddit r/MachineLearning ↗ · 2026-07-29

TanML is an MIT-licensed automated model-validation toolkit for tabular machine-learning models, designed for regulated environments. The developers seek feedback on its features and reports.

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