Subvolts take Explore AI's economic risks and learn how to build systems that empower users, not replace them. Jan 1, 2026 - Developers
- Learn about company design principles for user data control and open-source strategies to mitigate AI's economic risks.
- Business
- Understand how AI could concentrate economic power and explore strategies for responsible AI development and deployment.
- Everyday users
- Discover how AI development choices can impact your control over data and economic future.
Features a co-author of a key paper on AI's societal risks, offering practical strategies for builders and policymakers.
Confronting the Intelligence Curse, w/ Luke Drago of Workshop Labs, from the FLI Podcast
Audio streams from Erik Torenberg, Nathan Labenz. Your place is remembered on this device.
From Subvolts
Summary and analysis by Subvolts editorial, AI-assisted.
This episode of The Cognitive Revolution features Luke Drago discussing the "Intelligence Curse." He explores the risks of building AI that directly competes with humans economically, potentially concentrating power. Drago suggests societal strategies like open-source AI and company design principles that prioritize user control over data. He also touches on personal tactics for navigating this future.
Imagine AI becoming so good at jobs that people lose theirs. This episode discusses how AI could give too much power to a few people. It suggests ways to make AI help everyone and keep individuals in control.
This episode is for AI builders and policymakers concerned with the societal impact of advanced AI. Drago offers concrete strategies for mitigating risks associated with AI's economic disruption. Listeners will learn about open-source approaches, user data control, and individual career strategies. This connects to current discussions at OpenAI, Google Gemini, and Anthropic regarding AI safety, governance, and the responsible deployment of powerful AI systems.
- HostNathan Labenz
- GuestLuke Dragoco-founder, Workshop Labs
- Guest: Luke Drago of Workshop Labs
- Episode Title: Confronting the Intelligence Curse, w/ Luke Drago of Workshop Labs, from the FLI Podcast
- Show: The Cognitive Revolution
- Length: 76 minutes
- Fellowship Mentioned: MATS Summer 2026 Fellowship
This cross-post episode from the Future of Life Institute podcast features Luke Drago, co-author of The Intelligence Curse and co-founder of Workshop Labs, in conversation with Gus Docker. PSA for AI builders: Interested in alignment, governance, or AI safety? Learn more about the MATS Summer 2026 Fellowship and submit your name to be notified when applications open: https://matsprogram.org/s26-tcr. They explore whether it’s wise to build AI systems that directly compete with and potentially replace humans as economic actors, and how this could create an “Intelligence Curse” where those who control AI gain extreme power. Luke outlines societal strategies like open-source AI, company-level design principles that keep users in control of their data, and personal tactics such as N-of-1 careers and pursuing moonshot projects early.
Sponsors:
MATS:
MATS is a fully funded 12-week research program pairing rising talent with top mentors in AI alignment, interpretability, security, and governance. Apply for the next cohort at https://matsprogram.org/s26-tcr
Tasklet:
Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai
Agents of Scale:
Agents of Scale is a podcast from Zapier CEO Wade Foster, featuring conversations with C-suite leaders who are leading AI transformation. Subscribe to the show wherever you get your podcasts
Shopify:
Shopify powers millions of businesses worldwide, handling 10% of U.S. e-commerce. With hundreds of templates, AI tools for product descriptions, and seamless marketing campaign creation, it's like having a design studio and marketing team in one. Start your $1/month trial today at https://shopify.com/cognitive
Claude
Claude is the AI collaborator that understands your entire workflow, from drafting and research to coding and complex problem-solving. Start tackling bigger problems with Claude and unlock Claude Pro’s full capabilities at https://claude.ai/tcr
CHAPTERS:
(00:00) About the Episode
(03:07) Defining The Intelligence Curse
(09:34) Pyramid Replacement And Work (Part 1)
(15:55) Sponsors: MATS | Tasklet
(18:55) Pyramid Replacement And Work (Part 2)
(25:29) Local Knowledge, Data Control
(33:58) Dystopian Intelligence Curse Future (Part 1)
(34:04) Sponsors: Agents of Scale | Shopify
(36:52) Dystopian Intelligence Curse Future (Part 2)
(48:07) Open, Safe AI Futures
(01:02:47) Loyal Agents Versus Ads
(01:14:06) Moonshots Over Safe Paths
(01:17:49) Outro
PRODUCED BY:
SOCIAL LINKS:
Website: https://www.cognitiverevolution.ai
Twitter (Podcast): https://x.com/cogrev_podcast
Twitter (Nathan): https://x.com/labenz
LinkedIn: https://linkedin.com/in/nathanlab
- N-of-1 careers
- Luke Drago
- Career paths focused on unique, individual projects rather than traditional roles.
1 h 27AI:AM: Where's the Steering Wheel? My Agent Set the Password, Hidden Valence, Proofs Find Linux Bugs
WithCameron Berg, Everett Hildenbrandt, Grigore Rosu, Phil Maher
2 h 192 h 021 h 28AI:AM: A Level We Shouldn't Pass? Notes from The Curve + Tokens vs. Salaries & Is SaaS Cooked?
WithThomas Sohmers, swyx, Evan Miyazono, Edward Hu
1 h 16
2 h 5333 minAI Investor Panel: How Will We Fund the Global AI Revolution? | EP 219
WithAnjney Midha, Bonnie Chan, Dave Blundin
Questions people ask
- What is the "Intelligence Curse"?
- It is the risk that building AI systems that directly compete with and replace humans economically could grant extreme power to those who control AI.
- What are some proposed solutions to the Intelligence Curse?
- Societal strategies include open-source AI and company design principles that keep users in control of their data. Personal tactics involve N-of-1 careers and pursuing moonshot projects.
Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Erik Torenberg, Nathan Labenz.