Optimisation of results at reduced costs During this year's GenAI DACH conference in Berlin, it was a pleasure to deliver a presentation that spanned various topics, including Huawei Pangu-Weather, end-to-end lifecycle implementation in AI projects, fine-tuning with LoRA, and an introduction to Retrieval-augmented generation (RAG) system. RAG systems,