Authors

Muhammad Faraz Shoaib

Publications 1

Preprint Open access

LOGIC: An LLM Benchmark for Intent-Grounded Change Impact in Aerospace Electrical Systems

Aerospace electrical-design revisions can contain multiple genuine changes, although an engineering request may authorize only a subset. Propagating every detected difference can therefore produce overly broad impact reports. We present LOGIC, a controlled benchmark and evaluation framework in which locally deployable …

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