Wharton researchers fed people AI-generated answers, half of them deliberately wrong. The participants accepted them 73% of the time — and their confidence went up. They're calling it "cognitive surrender." Nik and Dan dig into what separates it from plain old cognitive offloading, and the design moves that might pull people back.

Then: Ethan Ding's "Claude Code Is Not Making Your Product Better," and why taste, not coding speed, is the bottleneck for product quality.

Finally, Tom Groendal, Senior Product Manager at CACI's DarkBlue Intelligence Group, on what AI actually looks like inside a working product team: melting role boundaries, a "product brain" repo that doubles as institutional memory, and the new role that keeps surfacing in conversation after conversation — the context manager.

LINKS

Thinking - Fast, Slow, and Artificial: How AI is Reshaping Human Reasoning and the Rise of Cognitive Surrender
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646

Cognitive Surrender
https://addyosmani.com/blog/cognitive-surrender/

Creative Tools: The Case for Keeping AI Unfinished
https://medium.com/ui-for-ai/creative-tools-the-case-for-keeping-ai-unfinished-80c601821b53

claude code is not making your product better
https://ethanding.substack.com/p/claude-code-is-not-making-your-product

Obviously Awesome (book)
https://amzn.to/433nIkR

Dan and Nik talk about how to design for your next user being an agent, the impact of AI on team structure and dynamics, the challenge of memory and recall in conversation-based AI systems, and the shift towards AI experience design focused on constraints, not prompts.

Chapters

• 00:00 Your Next User is an Agent
• 12:23 Rethinking the Shape of Design Teams in AI World
• 17:03 The Impact of AI Efficiency on Team Interactions
• 24:39 The Forgotten Conversation Problem in AI
• 31:14 The End of Prompting: AI Experience Design with Constraints

LINKS
Your product has a new user. It’s not human.
https://www.elenaverna.com/p/your-product-has-a-new-user-its-not

Rethinking the shape of design teams in an AI world
https://uxdesign.cc/rethinking-the-shape-of-design-teams-in-an-ai-world-82f986bf9a27

The “Bug-Free” Workforce: How AI Efficiency Is Subtly Disrupting The Interactions That Build Strong Teams

https://www.smashingmagazine.com/2026/04/bug-free-workforce-ai-disrupting-teams/

The forgotten conversation problem in AI chat

https://uxdesign.cc/the-forgotten-conversation-problem-in-ai-chat-4d3d0c3ea525

The End of Prompting: Why the Future of AI Experience Design Is Constraint-First

https://uxmag.com/articles/the-end-of-prompting-why-the-future-of-ai-experience-design-is-constraint-first

Google's MC Dean, the author of over 100 AI skills for designers on everything from accessibility to moods, joins Nik and Dan to talk about Skills: how to make them, how to use them, and what the future of them could be.

LINKS

MC Dean on Substack
https://marieclairedean.substack.com/

MC Dean on Github
https://github.com/owl-listener

Surely You're Joking, Mr. Feynman book
https://amzn.to/4sYGQek