I think absolutely not, for several reasons. First off, the report mentions this failure of the zinc filled sockets never been reported elsewhere before.
Secondly, even if it had, the report mentions that written documentation of inspections and so on was spotty and inconsistent.
That said, if the failure mode had been published before, and inspections and maintenance was written down in a consistent and detailed manner, then perhaps an LLM-based tool could have linked the two. I'm thinking of a RAG-like search thing that compared inspection reports with published documents. Alternatively just assisting a human in finding relevant published reports.
Secondly, even if it had, the report mentions that written documentation of inspections and so on was spotty and inconsistent.
That said, if the failure mode had been published before, and inspections and maintenance was written down in a consistent and detailed manner, then perhaps an LLM-based tool could have linked the two. I'm thinking of a RAG-like search thing that compared inspection reports with published documents. Alternatively just assisting a human in finding relevant published reports.