SPIN Unprocessed October 26, 2026 ai_technology research
Machine-Readable Operator Manuals over the ISO 11783 Network for Offline, Multilingual LLM Assistance
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arXiv:2610.31863v1 Announce Type: new Abstract: If agricultural machinery is to support intelligent, offline assistance, then the system must access technical documentation dynamically. In this paper, the Semantic Synchronization of operator manuals over ISO 11783-based CAN buses is analyzed, defined as the process that brings the local knowledge base of a tractor-side assistant into agreement with the operator manual of the connected implement. Data transfer performance was benchmarked using Ma
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