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cs.AI2026
An Auditable Symbolic-RAG-Generative AI Architecture for Goal-Oriented Conversation Orchestration
Ramon Gonzalez, Antonio Diaz
Goal-oriented conversational systems must answer factual questions, understand visitor-provided information, and advance business objectives without becoming rigid questionnaires.…
cs.AI2026
A Hierarchical Consistency Framework for Auditing Retrieval-Augmented Generation Systems
Ramon Gonzalez, Antonio Diaz
Retrieval-augmented generation (RAG) is commonly evaluated by whether the final answer is correct. That test is insufficient: an answer can match its reference while the context th…