Web Adventures

Design Patterns For AI Interfaces

Vitaly Friedman

Co-founder of Smashing Magazine | Senior UX lead with 19 years of experience

How people perceive AI, where we currently stand and real-life examples of products that excel at AI interaction design.

State of AI in 2024

Trust and confidence issues, AI fatigue, pain points and slowdowns in AI interfaces, what causes abandonment.

Red flags in AI interfaces

Emerging design patterns such as temperature knobs, daemons, branches, scoping, style lenses, prompt presets etc.

New design patterns for better AI experiences

Why Should You Take This Course?If you’re a Designer aiming to break into the AI industry or if your team is starting to build AI products and you feel unprepared, this course is for you. By the end, you’ll feel confident and ready to transition into an AI design role, armed with the knowledge and skills to thrive. Previous students reported having significant improvement in both AI Design knowledge, confidence and motivation to drive design in this space since taking the course. Why Should You Learn from Me?With a decade of experience in building AI and AR/VR products, with over 4 years focused on AI-first products, I bring practical insights and skills you won’t find elsewhere. My experience includes leading world-class AI design teams and developing cutting-edge AI products, most recently at Meta. Course OverviewDesigned for busy professionals:•	Total 3 weeks, 4 hours per week commitment•	Recorded Sessions: Available anytime•	Discussion Boards: Participate asynchronously•	Support: Dedicated support and 1:1 guidance•	Resources: Ongoing AI learning materials•	Live Q&amp;As and Discussions: Hands-on learning What You’ll Learn: • Week #1 is focused on learning AI Fundamentals. Gain all the key knowledge necessary to understand the technology and how to work with it and in it as a designer. • Week #2 is focused on AI Design Patterns. Deep dive on existing patterns in the industry, where the current patterns fail, identify new opportunities and how to innovate by creating net new patterns. • Week #3 is focused on building an AI career with confidence. Learn to take your AI projects and career to the next level, and how to standout in industry. • Mini-projects across the 3 weeks will ladder up to helping you craft the building blocks of an AI Powered product concept. Many students choose to continue working on these concepts even after the class wraps up. What the course does NOT cover:My goal is to teach you everything I know within 3 weeks about designing good ai products. By the end of this course, you will be more equipped to build great products compared to existing designers in this space. However there are 2 things this course will not be able to cover due to the limited time:• Advanced prototyping or coding the AI product (I will share resources for this if you want to learn post-course!)• Portfolio ready project (You might be able to get decent start through this course, that you can feature on your portfolio after investing more time beyond the course)

Break into AI Design with Confidence

Provide a brief description for each module as a way to sell the value of what students will be learning throughout the course.

First Module

Second Module

Third Module

Course syllabus

1 Hour Live Sessions<ul><li>Content Overview</li><li>Discussions</li><li>Brainstorms</li></ul> NOTE: If you're unable to make it to above sessions, you can watch videos and engage with content at your own pace at a later time.

Wednesdays

Do this at your own time:<ul><li>Read/Watch course content</li><li>Put learnings into practice through short hands-on projects</li></ul>

Self-Paced

Saturdays

Course schedule

Designers looking to join AI companies but concerned about their skill gap&nbsp;

Designers and Design Managers new to AI teams, looking to expand their expertise to build AI-powered products and confidently lead

Technical professionals interested in understanding the key-elements of design in creating AI-powered products

Who is this course for

What you’ll get out of this course

<ul><li>Understand types of AI models and how to leverage them for your design project</li><li>Key AI terminologies (NLP, CV, GANs, etc) you'll need to know as you design</li><li>Emerging product types and potentials</li><li>Limitations and future potential of AI products</li><li>AI Design Principles and more.</li></ul>

Mastery of AI Design Fundamentals

<ul><li>Understand End-to-end design process for AI products and how it differs from traditional design</li><li>Current design challenges and opportunities with AI products</li><li>Case studies and critique existing AI product interfaces</li></ul>

Expertise in AI Design Patterns

<ul><li>What do Design Managers look for in Product Designers looking to join AI teams</li><li>What to expert when joining / starting an AI Design team</li><li>Tips for interviewing with AI-design teams</li><li>Transforming your strengths to enter the AI field</li></ul>

Prepare for a Career in AI Design
 

•	Mini-Projects/Brainstorms: 2 outputs to practice course content•	Discussion Sessions / Q&amp;As: 3 live interactions for in-depth discussions•	Case Studies: Critique existing experiences together•	Live Panel: Insights from AI design experts

Practice your AI skills

<ul><li>Feeling stuck? Have additional questions? I'll be available throughout the course to help you get the most out of this course.</li></ul>

Get 1:1 Support and Guidance from Maheen

<ul><li>Build a network of peers in the AI design field and stay inspired with key resources, influencers, and companies to follow.</li></ul>

Join a Community of AI Designers and Stay Inspired

Learn how to design AI-powered products and experiences to set yourself up for a career as an AI product designer.

Maheen Sohail

Cohort 2

Cohort 3

81% of executives believe that AI will be the most significant future advantage. Learning AI isn't just a choice; it is a critical strategy to stay ahead and gain a competitive edge in your career, sooner rather than later. This two-week course is specifically crafted for product designers and packed with practical frameworks and tactics. It features hands-on exercises and personal feedback, providing you with the experience needed to master AI throughout the design process. ✅ From Concept to Creation with AILearn how to apply AI throughout the design process, from initial ideas to polished wireframes. The tactics will transform how you approach design challenges and design faster and smarter. ✅ Real-World Applications and Case StudiesDelve into detailed case studies showcasing all kinds of AI integrations in product design. These examples will provide insights into the latest trends of AI and how product designers can learn and adapt. ✅ Practical, Hands-On Workshops Engage in targeted workshops that equip you to use AI effectively across diverse scenarios. The hands-on exercise are designed to solidify your understanding and skills, enabling you to apply AI tools confidently in your day-to-day design tasks. ✅ Latest Industry InsightsLearn from the author behind the top AI newsletter in product design and 5x recipient of ADPList's Top 1% Mentor in Design. Insights gained from running regular AI workshops in universities. ✅ Exclusive Resources and AI ToolkitsGain access to a personal library of AI resources and database. These bonus materials are designed to support your continuous learning and application of AI in your projects. ✅ Continuous Support and CommunityJoin a vibrant community of like-minded professionals and continue receiving support through exclusive alumni networks and updates long after the course concludes.

Learn actionable AI skills to gain a competitive edge in the industry

Intensive sessions with frameworks, tactics, and exercises.

Lecture + Workshop

Carefully-designed exercises to apply AI in real-world examples.

Hands-on exercises

Bonus resources ($100+ value) and personal follow-up after class.

Additional support

Product DesignersLearn practical AI skills throughout the design process and get desirable outcomes faster and easier.

Design LeadersGain heads-on experience and real-world knowledge in AI. Get up to speed with AI trends.

Founders/AI EnthusiastsStay ahead of the trends with exclusive AI insights and detailed resources, and supportive community.

Understand the real-world application of AI in product design, from ideation to wireframes, from high-fidelity design to copy.

Analyze the latest trends in applying AI to product design.

Learn how to better leverage AI through hands-on exercises. Refine outcomes with fine-tuning techniques and actionable tips.

Explore the capabilities and constraints of AI in product design 

Get personal frameworks and tips to achieve the best results based on what you need.

Become proficient in crafting tailored AI prompts for diverse goals and scenarios.

Master the workflow through demos and practice. Know which tools to use under different scenarios.

Become proficient in leveraging AI in Figma to achieve optimal outcomes

Design better, faster, and smarter with AI

Xinran Ma

Learn practical skills from AI Product Design Leader

Cohort 4

Ready to move from AI uncertainty to AI leadership? In a world where everyone's talking about AI, product &amp; design professionals need to do more than just understand it—they need to master it responsibly. This isn't another theoretical AI course. It's your practical roadmap to becoming the go-to AI product or design leader in your organisation, combining hands-on skills with ethical principles that will set you apart. Why This Course Is Different:While others teach you to use AI tools, we teach you to master AI thinking. Our human-centered learning system doesn't just dump information—it rewires how you work with AI through: - Mental models that make AI decisions intuitive- Micro-habits that make AI integration automatic- Practical workflows that make AI implementation natural- Weekly live sessions that make ethical principles actionable Instead of overwhelming you with AI theory, we build your confidence through: - Practical application in your actual work, starting day one- Real-world case studies, not theoretical scenarios- Active learning through peer discussions and feedback- A proven system for continuous adaptation as AI evolves. Your 6-Week Transformation: Week 1: Understanding the Paradigm Shift to AI-driven worldTransform from wondering about AI's potential to making strategic AI decisions. Build the foundation for responsible AI leadership in your organisation. Live Ethics Session: Intro to AI Ethics &amp; Global Ethical Frameworks Week 2: From AI-User to AI-CommunicatorMaster the art of AI interaction with large-language models while maintaining privacy and trust. Learn to get consistently high-quality outputs that align with your goals. Live Ethics Session: Human Autonomy &amp; Oversight in an AI World Week 3: From Uncertainty to Quality AssuranceStop wondering if AI outputs are reliable. Build robust validation practices that ensure trustworthy results with limited bias every time. Live Ethics Session: Fairness and AI Bias Week 4: From Tool User to Strategic IntegratorLevel up from basic AI usage to strategic implementation. Learn to leverage AI's "collective intelligence" while understanding industry-wide impacts. Live Ethics Session: Building Transparency in AI Systems Week 5: From Single Tools to AI WorkflowsAdvance from using individual AI tools to orchestrating multiple AI capabilities in sophisticated, ethical workflows. Live Ethics Session: Data Protection &amp; Privacy Week 6: From Implementer to AI LeaderEmerge as a responsible AI leader who can drive adoption while ensuring ethical implementation across your organisation. Live Ethics Session: Accountability for AI Implementers The AI landscape is moving faster than you can blink. While others are still debating whether to use AI, you'll be showing them how to use it right. Join progressive product &amp; design leaders from innovative organisations who are transforming their AI approach through this proven methodology. Your Weekly Experience Includes:﻿- Focused e-learning modules that build practical skills- Real-world exercises you can apply immediately in your everyday work- Mental models that transform how you think about AI and makes applying learnings 10x more effective- Micro-habits that make AI integration natural- Live ethical sessions with practical case studies &amp; peer discussions that expand your perspective This course has been designed to reduce the friction of learning to adapt to AI driven ways of work, as well as boosters to accelerate your learning journey. BONUS BOOSTERS- Create Your Personal AI Adoption Blueprint: Giving your a starting point for adapting your ways of working- Create Your AI Writing Partner: A CustomGPT that writes exactly like you (but faster)- Learn a Rapid AI Research &amp; Learning Workflow: Never fall behind on AI developments again- Redesign one of your workflows to be AI+Human collaboration Don't just keep up with AI—learn to lead with it. Join us and become the product or design professional who knows how to harness AI's potential while ensuring it's implemented responsibly. Let's build a future working alongside trustworthy AI we can all be proud of.

Build AI confidence: Responsible implementation for everyday work

Weekly Live Session, where we unpack 1 AI ethical principle using real world case studies and peer to peer discussions.

Wednesdays 

Learning contact time 1 hour self paced lessons + 1.5 hours weekly live session + community engagement. You'll be given practical exercises &amp; micro-habits to apply learnings directly to your AI use in your daily work.

Weekly Time Commitment

Designers, Product Managers responsible for designing and deploying AI Products. You want to scale your impact (without burning out)

Non-technical professional who want to learn AI, without being overwhelmed with technical jargon

Founders, executives &amp; managers who are responsible for AI product success and risk management

Without the right mental models, applying skills you learn is exponentially harder.

Learn new mental models essential for effective Generative AI use

Understanding AI's underlying capabilities helps you use it effectively, spot opportunities in various contexts, and solve specific problems. This knowledge empowers you to leverage AI optimally across different situations.

Learn AI capabilities without the tech jargon

Getting the best out of Large language models like ChatGPT &amp; Claude requires a clear set of instructions and all the necessary context to do a good job. Learn memorable techniques that will rapidly improve your prompting and the quality of AI outputs.

Master your communication with Generative AI system like ChatGPT

Learn practical skills in spot bias and fact-check output from large language models to reduce risk of inaccuracies or hallucinations.

Gain practical skills to critically assess AI-generated outputs, focusing on identifying inaccuracies and biases

Ethics workshops spotlight key principles through real-world case studies. Peer discussions unpack ethical dilemmas, using real world case studies of when AI goes wrong. This practical approach prepares you to apply ethics in your daily work

Learn to apply AI Ethical Principles to AI systems at work and how they could relate your personal life as well. 

Moving from experimenting adhoc with Generative AI to totally redesigning workflows to deeply integrate AI &amp; points for human oversight.

Learn methods to redesign new Human+AI ways of working

Data informed decision making will become critical in every role. Learn the basics of how to leverage AI to help me make better informed decisions.

Learn how to make better data-informed decisions

Master the skills in using Generative AI for work and implementing AI responsibly by building trustworthy AI products that drive adoption

Riley Coleman

Cohort 1 

Customer experience pioneer&nbsp;Kerry Bodine&nbsp;and Carnegie Mellon University professor&nbsp;Dan Saffer&nbsp;will pull back the curtain on all the AI hype — and share a powerful combination of research-driven methodologies so you can develop successful AI-driven products, services, and experiences.

Flip your human-centered design process on its head.

Mondays: Live Discussion & Exercises

Videos

Your homework assignments will be individually tailored to a real-world challenge for your organization. Assignments will build on each other, culminating in a proposal for a low-risk AI initiative that drives value for your business.

Weekly projects

Product managers who want to include AI features in their roadmaps and avoid common pitfalls that lead to AI failures.

Designers who want to lead and collaborate with business and technical teams to develop AI products, services, and experiences.

Customer experience &amp; employee experience professionals who want to leverage AI to increase revenue, decease costs, and bolster brand image.

Gartner predicts that we're just about at the top of the AI hype cycle. We'll cut through the hype so that you can approach your AI initiatives strategically and with clear, actionable steps.

Distinguish reality from hype

With all the hype, it’s easy to assume that GenAI is the only type of AI that exists today. But generation is just one of eight core AI capabilities that you have at your disposal. You'll explore the myriad ways in which the full suite of AI capabilities can come to life.

Broaden your AI toolkit

Throughout the course, you'll learn a set of new tools —&nbsp;and an end-to-end methodology —&nbsp;to find AI opportunities, de-risk your AI solutions, explore data requirements, and identify potential errors.

Put a practical AI methodology to work

Research shows that traditional human-centered design methods lead to high-risk, low-value AI initiatives. The methods you'll learn will weed out these ideas early in your process.

De-risk your AI initiatives

We’ll take you through a two-part method to first identify unforeseen consequences (both the good and bad) and then resolve negative consequences where possible.

Identify potential AI harms

Design teams for AI include functional roles and expertise that designers and product managers don't normally interact with. Through course projects and discussions, you'll identify the key players.

Build effective AI design teams

Are your proposed AI solutions high-risk, impractical, or simply outside of today’s AI capabilities? Learn the right way to design for AI.

Lightning Lessons

Design Patterns For AI Interfaces