AINeutralarXiv – CS AI · 8h ago6/10
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Test Before You Deploy: Governing Updates in the LLM Supply Chain
Researchers propose a deployment-side governance framework for managing Large Language Model updates, addressing the problem of silent behavioral changes in hosted LLM services that lack explicit versioning. The framework combines production contracts, risk-category-based testing, and compatibility gates to prevent regressions in functionality, safety, and performance.