06-reference

dan koe multiple interests

Fri Jan 09 2026 19:00:00 GMT-0500 (Eastern Standard Time) ·article ·source: x.com/@thedankoe ·by Dan Koe
generalismmultiple-interestscreator-economyself-educationoperating-modelpersonal-brandsmall-betswriting

If You Have Multiple Interests, Do Not Waste the Next 2-3 Years

Dan Koe (@thedankoe) published this on January 10, 2026. 14.7M impressions. 85,291 bookmarks. One of the most-saved posts on X in recent memory. It’s a 7-part essay arguing that multiple interests are a competitive advantage, not a liability — and providing a practical system for turning that into a sustainable livelihood.

This hits directly at the tension of running Ray Data Co, Squarely, Sanity Check, and phData consulting simultaneously. Most conventional advice says “pick one thing.” Koe says that advice was designed for the industrial age and actively hurts people built for the current one.

The Core Argument

Society optimized humans for specialization because it served industrial production — one worker doing one task on an assembly line. Schools were literally designed to produce obedient, punctual factory workers. But we’re no longer in the industrial age, and the model is cracking. People feel it. Siloed learning is dangerous for the psyche. The second renaissance is already underway.

The missing piece for multi-interest people isn’t more learning — it’s a vessel: something that channels multiple interests into meaningful work that earns income.

Three ingredients of individual success (and why the generalist emerges naturally from them):

Self-education — if you want different results from traditional education, you must direct your own learning.

Self-interest — follow your curiosity, because curiosity compounds. Short-lived pleasures (cheap dopamine, shiny object syndrome) aren’t actually your interest — they’re corporations’ interest in your mindlessness. Genuine self-interest benefits others depending on your level of development.

Self-sufficiency — refuse to outsource your judgment, learning, and agency. These three work together: self-interest motivates self-education; self-education enables self-sufficiency; self-sufficiency clarifies self-interest.

Every CEO, founder, or creative worth admiring is a generalist. They understand enough marketing to direct it, enough product to build it, enough about people to lead them. More importantly, they understand that ideas across domains create a unique worldview that generates novel value. Your edge lies at the intersection of disciplines, not at the depth of one.

The Second Renaissance

The printing press democratized knowledge — within 50 years of Gutenberg, 20 million books flooded Europe, literacy exploded, and people could realistically pursue multiple domains of mastery in a single lifetime. Da Vinci painted, sculpted, engineered, studied anatomy, designed war machines, and mapped the human body. This wasn’t aberrant — it was what unrestricted curiosity looks like when the knowledge access barrier collapses.

The internet and AI are doing the same thing again, faster. The ultimate competitive moat is a perspective only you can see — built from the unique intersection of everything you’ve ever pursued. Every interest leaves residue. Every domain expands how you model reality. The more complex your model of reality, the more problems you can solve and value you can create. Specialism halts this process; your “shiny object syndrome” has been trying to tell you this the whole time.

The Practical System

You need attention. When anyone can write anything or build any software, the winners are the ones people know about. Attention is one of the last real moats. This means you need to become a creator — not necessarily a “content creator” in the cringe sense, but someone who creates value for themselves and distributes it publicly. Every business is a media business now.

The reframe: learning becomes “research,” and social media becomes “taking notes in public.” You were already spending time learning — now you just do it in public, and the byproduct is the foundation of a business.

Two paths:

Path 1: Skill-Based — learn a marketable skill, teach it through content, sell products/services related to it. The limitation: you put yourself in a box. You niche down for profit over interest and build a second 9-5 doing work you don’t care about for people you don’t care about.

Path 2: Development-Based — pursue your own goals (brand), teach what you learn (content), help others achieve that goal faster (product). This path is focused on one of the four eternal markets: health, wealth, relationships, happiness. You turn yourself into the customer avatar. Help the past version of yourself reach the goal you’re currently pursuing.

The development-based path subsumes the skill-based path: building your brand, content, and product requires getting good at all the relevant marketable skills, so even if you fail, you have something worth paying for.

Brand is an environment, not a profile picture. It’s the accumulation of ideas in a reader’s mind after 3-6 months of following you. Your story — where you came from, the low points, the skills acquired, how those experiences connect — is the filter through which you evaluate all content and product decisions.

Content is novel perspectives. The internet is a firehose of information and AI is adding more noise. Trust and signal are more important than ever. Build an idea museum (ruthlessly curated notes and sources of inspiration). Find 3-5 sources with high “idea density” — old books, curated blogs, heavy-hitting accounts. Then practice writing the same idea 1,000 different ways — the idea does the heavy lifting but the structure determines the impact.

Systems are the new product. People don’t want a solution to their problem; they want your solution. Products built from systems you created by getting results for yourself are differentiated by definition. The goal: systematize content creation so audience growth is handled in under 2 hours a day, freeing the rest of time for building better products and living.

Why This Is Directly Relevant

The 85K+ bookmarks signal that an enormous number of people feel exactly this tension. The founder running Ray Data Co, Squarely, Sanity Check, and phData consulting simultaneously is not a bug — it’s the exact operating model Koe is describing.

The vessel question is the right question. What’s the vessel that channels all these interests into a coherent income-generating whole? For Koe, it was writing + newsletter + products. For the RDCO operating model: Sanity Check is the vessel. It’s the point where data consulting expertise, small business observation (Squarely), AI tooling (Claude Code, agents), and operating philosophy all intersect and compound.

The “learning in public” reframe matters. The phData Principal Consultant role isn’t just income — it’s research. The Snowflake Intelligence and Cortex AI work generates insight that becomes Sanity Check content that becomes Ray Data Co reputation that becomes the next consulting opportunity. This is the flywheel Koe describes, already in motion.

The development-based path is the right choice. The skill-based alternative — “data consultant who teaches data consulting” — is the trap. The development-based approach is “someone building multiple small bets in AI and data, sharing what they learn, helping others do the same thing.” The multi-interest canvas is a feature, not a bug that needs hiding.

Tensions Worth Sitting With

Koe’s system assumes the creator path is the vessel for everyone with multiple interests. That framing works, but the specific mechanics (daily social posting, newsletter-centric content machine) are one implementation of a broader principle. The principle — find a vessel that lets you learn publicly and sell productized versions of what you’ve learned — applies. The exact mechanism depends on audience, voice, and market.

The Part-Time Creator Manifesto (swyx) covers the specific risk Koe underweights: the Meta Creator Ceiling, where growing an audience becomes a constraint rather than an asset. The mitigation is staying in practitioner mode — which the phData role provides.

Also worth noting: Koe recommends Claude over ChatGPT or Gemini for content analysis. Observed without comment.

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