43. Responsible AI (feat. Paige Lord, Sr. Product Marketing Manager at GitHub)

What does it mean to design experiences in a world where pixels are no longer the focus? In this episode, service design thought-leader and author Erika Flowers shares her thoughts on how designers must evolve as AI transforms the tools, processes, and expectations of our work. Erika shares lessons from her journey—spanning early web design, pioneering service blueprinting at Intuit, and orchestrating experiences at NASA—and offers a forward-looking take on why skills like facilitation, systems thinking, and storytelling will define the future of design.About Erika Flowers: helloerikaflowers.com | LinkedInRelated NN/g CoursesService BlueprintingAccelerating Research with AIAI for Design WorkflowsRelated Free NN/g Articles:How Service Design Will Evolve with AI AgentsThe Future-Proof DesignerWhy I’m Not Worried About My UX Job in the Era of AIMore Free Articles on AI

AI can do more than it’s ever done… but there’s a lot of unfounded hype, especially when it comes to user research. When should you delegate tasks to AI? And when should you insist on keeping the human in the loop? In this episode, Therese Fessenden sits down with Alexander Knoll, co-founder of Condens, to discuss the strengths and limitations of AI tools for research, and the evolving role of the user researcher.About Alexander & Condens: LinkedIn | Condens.ioResearch Repository Guide: https://condens.io/guides/research-repository-guide/On-Demand Recording of Condens Event: Making an Impact with User Research: How to Drive Change and Get NoticedAlex’s Article with NN/g: Common-Sense AI Integration: Lessons from the Cofounder of CondensOther Related NN/g Articles & Courses:Free Articles about AI & UXCourse: UX Basic TrainingCourse: Accelerating Research with AICourse: AI for Design WorkflowsCourse: Designing AI Experiences

In this episode, Peter Merholz—co-founder of Adaptive Path and co-author of Org Design for Design Orgs—joins us to talk about what it really takes to build and scale effective design teams. We explore the systems, structures, and leadership mindsets that shape successful organizations, the relationships between product and design teams, and how design leaders can foster clarity, consistency, and impact as their teams grow. Whether you’re managing a team or aspiring to, this conversation is packed with insights on navigating the evolving role of design in today’s organizations.Learn More About Peter:Website: https://petermerholz.com/Newsletter: https://petermerholz.com/newsletter/ LinkedIn: https://linkedin.com/in/petermerholzPodcast: https://findingourway.design/Book: https://orgdesignfordesignorgs.com/Full-Day Courses (also available in half-day formats):DesignOps: Scaling UX Design: https://www.nngroup.com/courses/scaling-ux-design-and-user-research/?utm_source=podcast&utm_medium=social&utm_campaign=ep50Product and UX: Building Partnerships for Better Outcomes: https://www.nngroup.com/courses/product-and-ux/?utm_source=podcast&utm_medium=social&utm_campaign=ep50Leading Highly Effective UX Teams: https://www.nngroup.com/courses/leading-ux-teams/?lm=pm-ux-different-views-of-responsibilities&pt=article&utm_source=podcast&utm_medium=social&utm_campaign=ep50UX Leader: Essential Skills for Any UX Practitioner: https://www.nngroup.com/courses/ux-leadership-skills-for-all/?utm_source=podcast&utm_medium=social&utm_campaign=ep50New UX Managers: https://www.nngroup.com/courses/new-manager/?utm_source=podcast&utm_medium=social&utm_campaign=ep50Related Free NN/g Articles:DesignOps: Study Guide: https://www.nngroup.com/articles/design-ops-study-guide/?utm_source=podcast&utm_medium=social&utm_campaign=ep50Product & UX: Study Guide: https://www.nngroup.com/articles/product-and-ux-study-guide/?utm_source=podcast&utm_medium=social&utm_campaign=ep50PM and UX Have Markedly Different Views of Their Job Responsibilities: https://www.nngroup.com/articles/pm-ux-different-views-of-responsibilities/?utm_source=podcast&utm_medium=social&utm_campaign=ep50

UX practitioners often struggle with shifting requirements and increasing product complexity, making it difficult to design intuitive experiences. Object-Oriented UX (OOUX) offers a structured approach to simplify digital products by focusing on core objects rather than pages or screens. Sophia Prater explains how this method improves usability, reduces inconsistencies, and streamlines collaboration across teams.About Sophia Prater: Bio (via RewiredUX.com) | LinkedIn | InstagramLearn more about Object-Oriented UX:Upcoming Free UX Level-Up TrainingSign up for the newsletterOOUX PodcastOOUX for AI & AI for OOUX (course)Related NN/g Courses & Resources:UX Basic Training (full-day or 2 half-day course)What is Object-Oriented UX? (3-min video)

As AI continues to evolve, designers are increasingly finding themselves tasked with creating AI-powered experiences—often without prior experience in the space. In this episode, NN/g UX Specialist Caleb Sponheim discusses the current state of AI tools, what’s working (and what’s not), and how designers can position themselves to navigate this shift. We also explore what it really means to develop AI safely and how designers can play a role in ensuring ethical, user-friendly AI experiences.About the speaker: Bio | LinkedInFull-Day Course: Designing AI Experiences(also available in half-day formats)Related NN/g Articles:Artificial Intelligence GlossaryHow Do Generative AI Systems Work?Redefine Your Design Skills to Prepare for AIAI Features Must Solve Real ProblemsMore Free Articles on AI

As tech layoffs and budget cuts dominate the start of the year, UX teams are navigating a critical challenge: proving the value of research while doing more with less. In this episode, NN/g Director of Research Maria Rosala sits down with ResearchOps pioneer Kate Towsey to explore how ResearchOps can help teams think strategically about the impact and efficiency of their research. Learn more about Kate Towsey Kate’s Book: Research That Scales: The Research Operations Handbook Kate's Substack: Scaling and Systematising Research Kate’s Masterclasses in Australia and Europe: Defining a ResearchOps Strategy, 2025 Kate's ChaCha Club - a member's club for ResearchOps professionals: https://chacha.club/ NN/g Courses and Content on ResearchOps Full-Day Course: ResearchOps Free Article: Research Ops 101 4-min Video: Strategic vs Reactionary Research 4-min Video: Research Repositories 101 3-min Video: Research Participant Database

Most experienced professionals in the industry will tell you that the best designs don't operate in a vacuum. Yet, most of our measurement approaches do. How do you know you're actually making a measurable impact toward users' long-term goals? Connor Joyce, author of the book, Bridging Intention to Impact, shares his thoughts on how to create and evaluate products that center on meaningful user outcomes. Connect with Connor Joyce Order the bookRelated NN/g Resources & Courses: Free Articles on Analytics & Metrics Report on UX Metrics & ROI Full-Day or 2 Half-Day Course on Measuring UX and ROI

To explore how is AI shaping UX research and analysis, host Therese Fessenden shares two interviews on the topic; one with Savina Hawkins, Co-founder of Altis, and one with Caleb Sponheim, UX Specialist at NN/g. In this episode we explore the opportunities AI presents for enhancing productivity and innovation in UX work, alongside the risks and challenges it brings. Savina & Caleb offer practical advice on how UX professionals can leverage AI tools effectively and remain competitive in their field. Learn more about Altis Learn more about Caleb Sponheim, PhD Get trained on using AI for UX work: Practical AI for UX Professionals Course NN/g Articles on Artificial Intelligence Caleb’s Favorite Resources: Optimistic Perspective: Ethan Mollick’s One Useful Thing. Skeptical Perspective: Ed Zitron’s Where’s Your Ed At. Weekly Newsletter

Product-centric design can be an efficient way to design interfaces, but it can often lead to disjointed and poorly optimized customer journey experiences. Kim Flaherty shares her recent research into journey-centric design, and insights on how a journey-centric design practice can help organizations overcome product-centric challenges. Report: Architecting a Journey Management Practice Learn more about Kim: ⁠Bio⁠ | ⁠LinkedIn⁠ NN/g Resources about Journey Management: ⁠The 3 Competencies of Journey Management (5-min video)⁠ ⁠Journey Management vs. Service Design (4-min video)⁠ ⁠The Practice of Customer-Journey Management (free article)⁠ ⁠Customer Journeys and Omnichannel UX (free article)⁠ ⁠Journey Mapping to Understand Customer Needs (UX Certification course)⁠ ⁠Customer-Journey Management (UX Certification course)⁠

With AI developing rapidly, and AI policy often lagging behind, calls for responsible tech design and development are louder and more public than ever. In this episode, Paige Lord offers some insight into ways UX professionals can play a role in creating ethical AI products and services. Learn more about Paige Lord: LinkedIn: https://www.linkedin.com/in/thepaigelord/ TikTok: https://www.tiktok.com/@aiethicswithpaige YouTube: https://www.youtube.com/@aiethicswithpaige Substack: https://thepaigelord.substack.com/ Other related content: Design Risk Assessment (free article) NN/g Articles & Videos about AI Practical AI for UX Professionals Course Emerging Patterns in Interface Design Course Responsible AI Institute: https://www.responsible.ai/