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Supervised compression can shrink 768-dimensional language embeddings down to just 5 dimensions without accuracy loss, allowing 5-qubit variational circuits to match full-scale 384-dimensional classical baselines.
A three-layer security framework slashes prompt injection attack success rates from 71.4% to just 11.3%, showcasing the necessity of multi-faceted defenses in RAG chatbots.
