PhD researcher @LoughboroughUniversity How AI reads and writes authoritative engineering models. MODELS 2026, Málaga.
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epistemic-adequacy-probe
epistemic-adequacy-probe PublicCompanion artefact to the MODELS 2026 (NIER) paper. Does epistemic metadata change how AI consumers answer derivation questions over an MBSE model? 3 LLMs x 120 judged answers over the public Apoll…
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research-programme
research-programme PublicMap of a Loughborough doctoral programme on trustworthy AI integration in MBSE: what each repository is for, how they depend on each other, and what has entered the written record. Generated from a…
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