The cheese factory theory of research with Alec Levin

Alec Levin discusses the evolution of professional learning and explains why structured curriculums are failing modern researchers. He shares how his community, Learners, fosters a more effective and chaotic ecosystem for growth. The conversation examines the impact of ai on the research field and uses the cheese factory analogy to distinguish between artisanal work and automated insights. Alec explains why researchers should view themselves as study designers to remain essential as the volume of available data explodes.

Alec Levin, Co-Founder and CEO of Learners, joins the podcast to explore the shifting landscape of user research and professional education. Alec shares his unconventional journey from a biology student to a community builder and reflects on how early failures shaped his understanding of what researchers actually need to thrive.

He argues that traditional and rigid learning structures can no longer keep pace with the speed of industry change. Instead, he advocates for a messy and peer-driven approach to skill development that prioritizes real-world application over formal certification. The discussion moves into the role of artificial intelligence, where Alec introduces his cheese factory metaphor to explain the future of insight production.

He suggests that while AI will democratize simple research, it will also increase the demand for human expertise in study design and data auditing. By reframing the researcher as an interpreter and strategist, Alec offers a hopeful vision for the profession. The episode concludes with a deep dive into the power of natural intelligence and how connected communities act as a vast sensor network to solve complex business problems in real time.

What you’ll learn:

Why rigid educational structures are becoming obsolete for modern researchers
How chaotic and messy learning ecosystems lead to better career outcomes
The reason professional communities function as natural intelligence networks
Why the cost of research is dropping while the volume of data is increasing
How to distinguish between artisanal research and mass-produced insights
Why researchers must transition from being people talkers to study designers
The role of human intuition in auditing and managing automated research flows
How to leverage peer networks to stay ahead of rapid technological shifts

About the guest:

Alec Levin is the Co-Founder and CEO of Learners, which is a global platform and community for UX researchers and designers. He has previously held roles at organizations such as Thalmic Labs, Feneo, and Meta. Alec is also the creator of the UXR conf and the newly expanded research week conference, where he helps professionals develop the skills needed to turn insights into business impact.

Episode resources:

Alec Levin on LinkedIn
Learners on LinkedIn
Learners Website
Stephanie Vance on LinkedIn
Molly Strawn-Carreño on LinkedIn
The Curiosity Current: A Market Research Podcast on Apple Podcasts
The Curiosity Current: A Market Research Podcast on Spotify
The Curiosity Current: A Market Research Podcast on YouTube