Anshul Tomar

Architectural Safety Boundaries in Consumer-Facing Large Language Models: A Multilateral Model-as-a-Judge Evaluation Framework

2026 · Zenodo (CERN European Organization for Nuclear Research)

As consumer interfaces accelerate the integration of large language model (LLM) architectures, validating outputs presents a critical software engineering bottleneck. While traditional software verification relies on deterministic scripts executing predictable "pass/fail" assertions, generative model behaviors …