# Advanced Prompt Design & Reasoning Strategies for Professionals Canonical URL: ## Overview This advanced course is designed for professionals who already understand the fundamentals of AI prompt engineering and want to move beyond basic prompting into more precise prompt design and reasoning control. Building on foundational prompt engineering concepts, this course focuses on how experienced users design prompts intentionally not just to generate responses, but to guide reasoning, surface uncertainty, reduce errors, and improve reliability in complex professional use cases. Participants will learn how to design multi-prompt systems, apply self-critique and adversarial prompting, manage ambiguity and uncertainty, and evaluate AI outputs using comparative techniques. The emphasis is on advanced cognitive strategies rather than specific tools or automation, making the course broadly applicable across roles and industries. ## What you'll learn - Design multi-prompt systems that break complex tasks into controlled reasoning stages. - Apply self-critique and adversarial prompting to identify weaknesses and reduce AI errors. - Use constraint-first prompting to control scope, exclusions, and acceptable outputs. - Prompt AI systems to surface uncertainty rather than guess or hallucinate. - Evaluate AI outputs using comparative prompting and confidence calibration techniques. - Optimize prompts for clarity, efficiency, and repeatability without sacrificing quality. ## Prerequisites Participants should complete [AI Prompt Engineering for the Government Workforce](https://www.graduateschool.edu/courses/ai-prompt-engineering-for-the-federal-workforce) or possess equivalent experience with prompt frameworks, iteration, and responsible AI use. ## Curriculum #### Module 1: Prompt Architecture & Multi-Prompt Systems - Explain the difference between single-prompt tasks and multi-prompt reasoning systems. - Decompose complex work into discrete prompt roles. - Design a coordinated set of prompts that each serve a specific reasoning function. #### Module 2: Reasoning Control Through Self-Critique & Adversarial Prompting - Use self-critique prompts to identify weaknesses in AI outputs. - Apply adversarial prompting to surface gaps, risks, and assumptions. - Improve output quality without adding new source material. #### Module 3: Constraint-First Prompting & Uncertainty Control - Design prompts that explicitly control scope, exclusions, and failure conditions. - Instruct AI to surface uncertainty instead of guessing. - Reduce hallucinations by shaping acceptable behavior in advance. #### Module 4: Comparative Prompting & Prompt Optimization - Use comparative prompting to identify weaknesses and inconsistencies. - Evaluate outputs by analyzing disagreement across prompts. - Optimize prompts for efficiency without degrading output quality. ## Schedule - Jun 12, 2026 8:00am–12:00pm — Live Online - Oct 13, 2026 8:00am–12:00pm — Live Online - Nov 3, 2026 1:00pm–5:00pm — Live Online - Dec 15, 2026 8:00am–12:00pm — Live Online ## Instructors ### Dan Rodney — School Director, Instructor, & Senior Course Developer Dan Rodney has been a designer and web developer for over 20 years, creating coursework and leading innovative training initiatives at Noble Desktop. He teaches courses covering Figma, HTML & CSS, Adobe Photoshop, InDesign, Illustrator, and Power BI. Dan has also been at the forefront of integrating AI into design and business workflows, spearheading Noble Desktop’s latest AI course offerings. In addition to teaching and curriculum development, he writes custom scripts for InDesign (Make Book Jacket, Proper Fraction Pro, and more) and works with automation and AI-driven tools in his free time. You can find Dan on X (Twitter), LinkedIn, Facebook, and at danrodney.com. Learn more about [Dan Rodney's](/dan-rodney) background and expertise. ### Garfield Stinvil — Senior Instructor Garfield is an experienced software trainer with over 16 years of real-world professional experience. He started as a data analyst with a Wall Street real estate investment company & continued working in the professional development department at New York Road Runners Organization before working at Noble. He enjoys bringing humor to whatever he teaches and loves conveying ideas in novel ways that help others learn more efficiently. Since starting his professional training career in 2016, he has worked with several corporate clients including Adobe, HBO, Amazon, Yelp, Mitsubishi, WeWork, Michael Kors, Christian Dior, and Hermès. Outside of work, his hobbies include rescuing & archiving at-risk artistic online media using his database management skills. ### Mourad Kattan — Program Director & Instructor Mourad Kattan is an instructor and Program Director of Business, Finance, & Excel at Noble Desktop, teaching classes and designing courses in Excel, finance, accounting, and financial modeling. Before Noble Desktop, Mourad worked as a financial analyst at Credit Suisse and H/2 Capital Partners. In those positions, he used advanced analytical and financial skills to evaluate a variety of investments. Mourad graduated from the University of Pennsylvania summa cum laude and is part of the Beta Gamma Sigma honor society. Learn more about [Mourad Kattan's](/mourad-kattan) background and expertise. ### Christophe Drayton — Instructor Christophe is the instructor for the UX & UI Design Certificate, Figma Advanced, and Generative AI courses at Noble Desktop, and the founder and Chief Design Officer of Kaaiind, which specializes in Applied Artificial Intelligence in the Creative field. With over 20 years in Branding, UX Design, and Accessibility across Europe and the US, Christophe has positively impacted the digital experience of a large spectrum of companies, ranging from big data to startups, government entities to nonprofits, both in the private and public sectors. As an Educator, Christophe has led transformative and award-winning UX programs at Thinkful, the City University of New York (CUNY), and the Brooklyn Public Library, which have opened doors for underrepresented groups in tech who have secured roles at top companies like Google, Uber, Citi, and IBM. Most recently, he has developed innovative curricula about AI in the workplace for the University of Phoenix, LinkedIn Learning, and Coursera. Today, he focuses on developing Allie, one of the first AI-powered, patent-pending color-blind safe and WCAG-compliant design system generator, while concluding his 5-year fundamental research on color vision deficiencies in digital environments. Christophe believes in hands-on, practical application of human-centered strategy and ethical and inclusive design. He is passionate about sharing his knowledge to inspire and empower the next generation of designers, especially those entering the field through nontraditional paths. ## Pricing **Tuition:** $675