https://arthursedek.com/blog/ Articles by Arthur Sedek about production AI, machine learning, scientific computing, cloud architecture and full-stack product engineering. en-AU Sun, 20 Sep 2026 00:00:00 GMT https://arthursedek.com/blog/building-production-ai-systems/ https://arthursedek.com/blog/building-production-ai-systems/ Sun, 20 Sep 2026 00:00:00 GMT A practical framework for moving beyond model demos to reliable AI products with measurable operational value. https://arthursedek.com/blog/natural-language-geoscience-analytics/ https://arthursedek.com/blog/natural-language-geoscience-analytics/ Sun, 20 Sep 2026 00:00:00 GMT Architecture and safety principles for connecting language models to professional scientific analysis tools. https://arthursedek.com/blog/evaluating-hybrid-rag-systems/ https://arthursedek.com/blog/evaluating-hybrid-rag-systems/ Sun, 20 Sep 2026 00:00:00 GMT A practical evaluation framework for retrieval quality, citations, grounded generation, safe abstention and production monitoring. https://arthursedek.com/blog/choosing-right-ai-architecture/ https://arthursedek.com/blog/choosing-right-ai-architecture/ Sun, 20 Sep 2026 00:00:00 GMT A practical guide to choosing between deterministic software, predictive machine learning, RAG and agent-based systems. https://arthursedek.com/blog/computer-vision-from-prototype-to-production/ https://arthursedek.com/blog/computer-vision-from-prototype-to-production/ Sun, 20 Sep 2026 00:00:00 GMT A practical lifecycle for building computer vision systems that remain accurate, observable and useful under real operating conditions. https://arthursedek.com/blog/responsible-ai-practical-engineering/ https://arthursedek.com/blog/responsible-ai-practical-engineering/ Sun, 20 Sep 2026 00:00:00 GMT How to turn responsible AI principles into concrete requirements, controls, evaluations, interfaces and operational practices.