Grounded Answer Generation: Turning Retrieved Arabic Evidence Into Safe Answers
7 min readAI Engineering
How Ask Zico compacts evidence, routes provider capacity, validates citation IDs, refreshes follow-up evidence, and deliberately falls back.
Posts tagged #Citations
Found 3 articles
Evaluation: Making An Arabic RAG Assistant Earn Its Citations
7 min readAI Engineering
A layered evaluation method for Arabic retrieval, answer correctness, citation precision, refusals, regressions, and production feedback.
UX: Designing A Trust-Calibrated Arabic RAG Assistant
5 min readAI Engineering
How the launched Ask Zico interface uses Arabic-first copy, visible sources, deliberate fallback, quota states, feedback, and mobile reading behavior to calibrate trust.