Verified Machine Learning Infrastructure
The authors determine whether formal methods —using mathematical techniques to reason about software behavior and, potentially, show that systems behave as specified—could meaningfully secure the infrastructure on which artificial intelligence runs.
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Why it matters
Research is expanding the infrastructure surface for builders, which can change where inference runs, what gets deployed locally, and how teams package AI workloads.
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Verified Machine Learning Infrastructure Why it matters: Research is expanding the infrastructure surface for builders, which can change where inference runs, what gets deployed locally, and how teams package AI workloads. Source: Rand Objective Analysis Effective Solutions...
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