How to Design AI Products? Top 10 resources to learn from
AI is no longer the stuff of science fiction; it’s the fabric of our reality. An increasing number of companies are integrating AI into their products making it imperative for UI/UX designers like us to master the art of designing for this transformative technology.
Why AI is More Than Just a Trend
Before we dive into the resources, let’s get one thing straight: AI is not just a passing fad. Major tech giants are already rolling out guidelines on AI product development. This is a clear signal that AI is here to stay, and as designers, we need to adapt.
Let’s dive into resources
1.People + AI Guidebook
Google’s People + AI Guidebook is your comprehensive guide to AI design. It covers various topics, from design patterns to case studies with real-world examples. What sets it apart is its focus on workshops that you can run with your team, making the transition from theory to practice seamless.
2. Teardowns
Teardowns is more than just a library; it’s a living archive of AI interface designs. With over 100 image and video teardowns, it provides a detailed look at the cutting-edge UI patterns that are shaping AI workflows. It’s like having a design mentor who specializes exclusively in AI.
3. The A-Z of AI
The A-Z of AI is a beginner-friendly resource that breaks down complex AI topics into digestible pieces. It’s perfect for designers who are new to the field and want to understand the foundational concepts before diving into design. Think of it as your AI 101 course, without the tuition fees.
4. AI X Design
AI X Design is not just a community; it’s a global collaboratory. They focus on participatory approaches and alternative narratives for AI, creating a space for designers to think outside the box. They offer projects and resources that span from research to prototyping, making it a holistic resource for AI design.
5. Algorithms Design
Algorithms Design goes beyond just teaching you about AI; it shows you how to integrate AI into your design processes. The site features a curated list of articles, assets, and tools that not only educate but also empower you to leverage AI to automate and enhance your design work.
6. IBM Design for AI
IBM’s Design for AI is a foundational resource that focuses on ethics and guidelines. It’s built on IBM’s Principles for the AI Era, providing a unified foundation for all IBM products. This resource is particularly useful for designers who are concerned about the ethical implications of AI design.
7. Winning the AI Products Arms Race
This article is a deep dive into the world of AI product development. It covers critical topics like why many AI products fail and introduces the concept of the AI survival curve. It’s filled with use cases and examples, making it a practical guide for anyone looking to build AI products that stand out.
8. Apple Machine Learning Guidelines
Apple’s Machine Learning Guidelines are a masterclass in designing for machine learning. The guidelines offer in-depth examples and recommendations, covering everything from data collection to user interface design. It’s a must-read for anyone looking to design products that are not just smart but also user-friendly.
9. ML+Design
ML+Design is a curated library that sits at the intersection of design and AI. With over 100 articles, books, videos, and other resources, it’s a one-stop shop for designers looking to deepen their understanding of how machine learning and AI can impact user experience.
10. Designing and Building AI Products and Services
This course by MIT is an investment in your future as a designer in the AI space. Though it comes with a hefty price tag, the course covers everything from the basics to advanced topics, equipping you with the skills you need to design and build AI products from the ground up.
There you have it, folks! These resources are your toolkit for breaking into the world of AI design. So go ahead, dive in, and start designing the future, today.
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