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News/From Intent to Action: Benchmarking LLM Safety in Vehicle Voice Command Authorization
arxiv
PublishedSeptember 18, 2026 at 4:00 AM
—neutral

From Intent to Action: Benchmarking LLM Safety in Vehicle Voice Command Authorization

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arXiv:2609.19630v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly integrated into vehicle voice assistants. But linking natural-language requests to vehicle functions creates a safety-critical authorization problem. Before executing a command, the system must choose wheth

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