Put AI to Work on the Job You Already Have
A practical course for technical and non-technical professionals alike. Work through five kinds of knowledge work — research, content creation, decision support, process automation, and technical analysis — and learn where AI genuinely helps, how to validate what it gives you, and when to keep a human in the loop.
Enhancing Your Workflow with AI is about application rather than theory. Where the AI Literacy path builds your understanding of what AI is and how to use it responsibly, this course starts from the work already on your desk and asks where AI belongs in it. You'll learn to: - **Research faster without losing rigor**, using a three-layer validation hierarchy to judge what AI gives you and preserving your pathways to non-reliance - **Create content that still sounds like you**, with voice validation techniques and a clear-eyed view of the jagged technological frontier - **Frame problems for decision support** using the Human Agency Scale to decide how much human involvement a decision actually warrants - **Spot genuine automation candidates** with the frequency-complexity matrix, and measure what automation is really returning - **Augment technical and analytical work**, including an honest look at the risks of vibe coding Each of the five lessons pairs a video with case studies, prompt templates, knowledge checks, and a quiz. A pre-course and post-course check bracket the series so you can see what changed. Download the companion workbook and fill it in as you go — the course is built around applying each idea to your own role before you move on.
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