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Why AI Gets People Wrong: The Real Source of Insight with Anthropologist Mikkel B. Rasmussen

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Jan 6, 2026

Mikkel B. Rasmussen, an applied anthropologist and founder of Human Activity Laboratory, dives into the intricate dance between anthropology and AI. He discusses how true insight often starts from being wrong and why moments of surprise signal valuable discoveries. Exploring themes of pain in the creative process, he shares how AI can enhance research but cautions against relying on it for final insights. Mikkel highlights his pivotal LEGO study, revealing the depth of children's play and the critical role of embodying surprise in fostering innovation.

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ANECDOTE

Kids Hacked A Digital Playground

In a digital playground study, kids collaborated to complete nine stations in 25 seconds by coordinating roles.
This showed how children change rules and creatively repurpose systems in ways designers didn't anticipate.

INSIGHT

Surprise Signals Real Patterns

The 'moment of surprise' signals a valid pattern emerging from thick data.
That surprise often arrives after painful doubt, sleepless nights, and struggling to connect disparate observations.

ADVICE

Be Suspicious If It Feels Easy

Treat hard, messy problems as signals you're close to valuable insight rather than failures.
Be suspicious when fieldwork feels easy; deep complexity usually precedes breakthrough ideas.

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Mikkel B. Rasmussen brings a rare lens to the AI conversation. As an applied anthropologist, he has spent decades helping companies like LEGO uncover what is really going on beneath the surface.

In this episode, he shares how deep insight often begins with being wrong, why surprise is the clearest sign you have found something meaningful, and how the pain of not knowing is essential to breakthrough thinking. He also explains how AI is transforming his own research, from pattern recognition to video ethnography, and introduces a provocative idea: Anthropology Without Anthropologists.

Jeremy and Henrik reflect on what it means to teach AI how to surprise us, how synthetic data might reshape experimentation, and why better insights begin with better questions.

Key Takeaways

Insight starts with being wrong
Mikkel defines insight as the gap between how we think the world works and how it actually is. Anthropology helps uncover these mismatches, and that is where real breakthroughs begin.
Pain is part of the process
Mikkel and Jeremy both reflect on the emotional struggle that precedes insight. The doubt, sleepless nights, and questioning whether the work will ever come together is not failure. It is a necessary stage of discovery.
Surprise is a signal
The moment of surprise, when a new pattern emerges or an assumption is shattered, is at the core of applied anthropology. For Mikkel, it is the clearest sign that you have found something real.
AI can accelerate experimentation
Mikkel shares how AI is already helping his team analyze patterns, run faster experiments, and even conduct interviews that outperform humans in some cases. The goal is not to replace people but to push the limits of what is possible.

HARL: humanactivitylab.com

00:00 Intro: Why This Conversation Matters
00:25 Meet Mikkel: Founder of Human Activity Laboratory
01:14 Understanding Anthropology and AI
03:32 Applied Anthropology: Tools and Techniques
04:56 The Role of Narratives in AI
07:06 The Importance of Sensory and Social Dimensions
13:06 Case Study: LEGO and the Anthropology of Play
21:07 The Role of Surprise in Anthropology
27:51 AI and Human Synergy
31:26 Exploring AI's Limitations and Potential
32:46 Anthropology Without Anthropologists
34:17 AI's Role in Generating Insights
37:23 Human Bias in AI-Generated Ideas
42:05 Synthetic Data and Its Applications
47:34 The Future of AI in Anthropology
49:25 The Debrief

📜 Read the transcript for this episode: why-ai-gets-people-wrong-the-real-source-of-insight-with-anthropologist-mikkel-b-rasmussen/transcript

For more prompts, tips, and AI tools. Check out our website: https://www.beyondtheprompt.ai/ or follow Jeremy or Henrik on Linkedin:

Henrik: https://www.linkedin.com/in/werdelin
Jeremy: https://www.linkedin.com/in/jeremyutley

Show edited by Emma Cecilie Jensen.