Jim O'Shaughnessy

Quotes are word for word from the source.

• Political Class Critique

  “I think our current political class is one of the worst, on both sides of the aisle. I'm very bipartisan in my view.”

  Our noteJim expresses his frustration with the current state of American politics and leadership.

• Goodhart's Law in investing

  “In investing: once a target becomes a measurement, it's no longer useful as a target.”

  Our noteJim comments on how objective measurements can fail to capture true value or performance.

• Avoiding ideological bins

  “If you can attribute all of my political or social positions from hearing one of them, I am brain dead.”

  Our noteJim criticizes the modern tendency to pigeonhole individuals into rigid political categories.

• American success factors

  “There's a book called The Hypomanic Edge - Why America has a Little Craziness But a Lot of Success. The thesis is: well, look at who made up the population of this country.”

  Our noteJim discusses why the American population's history of risk-taking leads to innovation.

• Stifled young talent

  “These are incredibly talented people, who I just feel intersect with your thesis, because they're straitjacketed.”

  Our noteJim argues that modern regulations are preventing talented young people from innovating.

• The precautionary principle

  “I'm a big fan of the book The Beginning of Infinity. And he talks a lot in that book about the precautionary principle, and he links the excesses of the precautionary principle to, essentially, the death of societies”

  Our noteExplaining how excessive risk aversion can stifle innovation and lead to societal stagnation.

• Dangers of monoculture

  “the attempt to create a monoculture - monocultures always die. If you know anything about evolution: monocultures die.”

  Our noteJim discusses why diversity of thought and community is essential for survival and innovation.

• Sensory perception filtering

  “In other words, if all of the perceptions that are hitting neurotypical sensory organs, we cancel out or negate out like 99.9% of them, right?”

  Our noteJim explains how the brain normally filters out the vast majority of sensory information to function.

• Brain reality construction

  “And the brain attempts to build a cohesive, understandable view of what's out there.”

  Our noteJim describes the brain's primary function as creating a coherent model of reality.

• Reproducibility in research

  “how do you - that's N equals 1, right. And how do you do it in a more consistent manner that others can reproduce?”

  Our noteQuestioning the transition from powerful anecdotes to consistent, reproducible research.

• Listen to Early Adopters

  “Once you've got a minimal viable product, put it out there, see who the natural customers for that is, and then listen to them because they won't be talking about faster horses.”

  Our noteJim emphasizes the importance of listening to real users once a product is live.

• Breaking bad patterns

  “one of the things that I noticed, and I'm a copious note-taker as well because I just think that it's really important to be able to go back and notice a pattern or find a bad pattern and break it”

  Our noteJim explains why he takes extensive notes to improve his business processes.

• Avoid industry jargon

  “one of the bad patterns I found was, we used way too much jargon. Because when you get used to talking back and forth with your colleagues, you say CAGR.”

  Our noteJim reflects on how internal team language can alienate potential clients.

• Simple communication

  “I told all of my salespeople, we've got to talk to people like they have no idea what investing is all about. We've got to purge all of the jargon.”

  Our noteJim describes the directive he gave his team to simplify their sales pitch.

• Learning from case studies

  “I think that a lot of people could learn a lot from that exercise as well.”

  Our noteJim discusses the educational value of analyzing companies that failed to break patterns.

• Voluntary data sharing

  “And I of course love that it's all voluntary and that if you don't want to give your Spotify, you don't have to.”

  Our noteJim emphasizes the importance of user consent in data collection for the project.

• Human in Loop

  “But with a human in the loop, if it's built the right way, you can get magic.”

  Our noteJim emphasizes the potential of combining human creativity with AI tools.

• Synthetic audience testing

  “One of the things that I've asked you to do is create synthetic audiences so that we can stress test, do A/B testing on these synthetic audiences.”

  Our noteJim describes using AI to simulate market reactions for product testing.

• Learning by Tinkering

  “To learn all of this stuff, you've got to be tinkering, right?”

  Our noteJim highlights the importance of experimentation and hands-on learning for breakthroughs.

• Gratitude for timing

  “I still wake up almost every day and cannot believe that I am lucky enough to be here at this point in history.”

  Our noteJim reflects on his excitement about the current technological era and his long-term vision.

• Misaligned objective functions

  “they maximize the objective function for the wrong thing in my opinion. They maximize the objective function to get you to give them money.”

  Our noteJim criticizes how social media companies prioritize profit over user well-being.

• The Danger of Powerlessness

  “I would do everything I could if I were evil and trying to destroy a society, I would say, you have zero agency. Nothing you do will matter. And it will never matter.”

  Our noteJim discusses how stripping people of their sense of agency is a tool for societal destruction.

• Institutions as Followers

  “But the thing that's interesting about universities is they're followers, in my opinion, they're not leaders.”

  Our noteJim argues that elite universities often follow social fashions rather than leading with original thought.

• Education vs Indoctrination

  “In other words, these universities, what they are doing is they are indoctrinating. They are not teaching anyone how to think in my opinion.”

  Our noteJim criticizes modern higher education for focusing on ideology over critical thinking skills.

• Collapse of fake narratives

  “I think that you're going to see that type of thing happen more and more. And only the truly committed or those employed and well compensated for trying to persist with a narrative.”

  Our noteJim predicts that artificial narratives will increasingly fail in the face of public scrutiny.

• Positive sum strategy

  “every vertical in O'Shaughnessy Ventures was set up with the north star of only playing positive sum games, only playing games where everybody wins.”

  Our noteJim describes the foundational philosophy of his venture firm.

• Modern risk perception

  “So again, when I read that section, I'm like, in a 2026 sensibility, that sounds a little dangerous, right?”

  Our noteJim comments on the danger of children bringing drug addicts to their home in the 1980s.

• Understanding childhood emotions

  “Let's see if we can put you back into that young boy's body. I mean, were you scared? Were you excited? I mean, what were the emotions?”

  Our noteJim asks Jonathan about his feelings during his unconventional childhood in Madrid.

• Read widely

  “I don't think I've ever met anyone who's really good at investing that is not just a voracious reader. And by the way, not just reading business stuff. Reading widely”

  Our noteJim discusses the common trait among the best investors he has met.

• Energy from people

  “Well, hello everyone. It's Jim O'Shaughnessy who Tommy basically said, "How the fuck are you so high energy?" And my answer was because I get to talk to people like Tommy Potter.”

  Our noteJim explains why he remains enthusiastic and high-energy in his professional life.