AI is the hot topic in "current year". While I've a reasonable foundational understanding of the [[Transformer]], which kicked off the growth of [[ChatGPT]] and the various other [[LLM]] based services, my usage and interaction with it has mostly been using the chat applications. I've used it as a sounding board, vibe checker, and as a search engine to take me to more reputable sources, as using [[Google Search]] has deteriorated greatly from 2020 onwards. I'd like to study and understand these systems better, and work through a more technical course for the technology's usage, rather than the usual marketing fluff. I'd like to understand and use the tool, where it is best utilised, rather than wherever it is tacked on to an existing product. # Learning Pathways [[Roadmap.sh]] seems to now have an "[AI Engineer](https://roadmap.sh/ai-engineer)" course available. They are reputable and a good research for self guided learning. # [[Learning]] Most of the other pathways I've found seem a little clickbait-y, and lacking in substance. [[Roadmap.sh]] is reputable, so I'll follow along with it. ## [[Artificial Intelligence - Study via Roadmap.sh]] # Observations [[Parallels between Inexperienced Managers and Irresponsible AI usage]] [[Uncreative use of AI systems by businesses]]