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# Lessons from Patrick O'Shaughnessy
- URL: https://www.antoinebuteau.com/lessons-from-patrick-oshaughnessy/
- Published: 2026-06-25T20:02:31.000Z
- Updated: 2026-07-18T21:50:27.000Z
- Description: Patrick O’Shaughnessy, CEO of O’Shaughnessy Asset Management and founder of Colossus, studies how investors and builders think. His lessons join capital allocation, better questions, and knowledge-building into a framework for compounding judgment across a career.
- Author: Antoine Buteau
- Tags: Profile, Hedge Funds & Investing Profiles

![Visual summary of operating lessons from Patrick O'Shaughnessy.](https://www.antoinebuteau.com/content/images/2026/06/lessons-from-patrick-oshaughnessy-profile-infographic.webp)

## Lessons from Patrick O'Shaughnessy

Patrick O'Shaughnessy is the CEO of O'Shaughnessy Asset Management and the founder of Colossus. On his podcast, *Invest Like the Best*, he studies how top investors and builders actually think. This profile gathers his practical advice on allocating capital, asking better questions, and building a base of knowledge over a career.

### Part 1: Philosophy of Investing

1. **On Risk:** "Failure comes from a failure to imagine failure." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
2. **On Value:** "A cheap ticket on a sinking ship is never cheap enough to make the ride worthwhile." — [*Source: \[Millennial Money*](https://www.amazon.com/Millennial-Money-Young-Investors-Fortune/dp/1137279564?ref=antoinebuteau.com)*\]*
3. **On Equities for the Young:** "The greatest advantage a younger investor has is time; letting fear of volatility push you out of equities is the biggest risk to long-term wealth." — [*Source: \[Millennial Money*](https://www.amazon.com/Millennial-Money-Young-Investors-Fortune/dp/1137279564?ref=antoinebuteau.com)*\]*
4. **On Quantitative Strategy:** "Systematic investing is fundamentally about humility, acknowledging that human intuition is often flawed when dealing with complex, noisy data." — [*Source: \[O'Shaughnessy Asset Management*](https://osam.com/?ref=antoinebuteau.com)*\]*
5. **On Market Behavior:** "You must assume that whatever edge you have will eventually be competed away, forcing you to constantly refine your variables." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
6. **On Compounding:** "Just as interest compounds financially, knowledge compounds intellectually over decades." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
7. **On Indexing vs. Active Management:** "Passive indexing is a formidable default, but active management survives because human markets are inherently inefficient at pricing distinct future growth." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
8. **On Patience:** "Having a singular, rigid goal that is decades away can actually crowd out the serendipity necessary for outsized returns." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
9. **On Conviction:** "High-conviction bets should be rare and heavily researched, rather than frequent and loosely justified." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*

### Part 2: Building Moats and Businesses

1. **On User Experience:** "Having the best product doesn't matter. Efficiently delivering the best perceived user experience is what determines survival." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
2. **On Competitive Advantage:** "A true moat is often hidden in the mundane details of operational excellence rather than in a flashy product feature." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
3. **On Scale:** "Scale is only an advantage if it reduces the cost for the marginal customer while improving their experience." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
4. **On Talent Density:** "A small team of exceptional people consistently outperforms a massive team of average contributors due to reduced communication friction." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
5. **On Pricing Power:** "The ability to raise prices without losing customers is the purest distillation of business quality." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
6. **On Customer Trust:** "Trust is built by consistently delivering on the core promise, and it is the hardest asset for a competitor to replicate." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
7. **On Capital Allocation:** "A CEO’s primary job is deciding exactly where the next dollar of free cash flow should go to maximize long-term value." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
8. **On Network Effects:** "True network effects occur when every new user makes the product undeniably better for all existing users." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
9. **On Adaptability:** "Companies that survive decades are those that treat their initial business model as a stepping stone rather than a permanent destination." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*

### Part 3: The Art of Podcasting and Questions

1. **On Asking Questions:** "The best questions are open-ended invitations that allow the guest to wander into their own unique areas of obsession." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
2. **On Listening:** "Active listening requires suppressing the urge to formulate your next question while the guest is still speaking." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
3. **On Guest Selection:** "Aim to interview people who have quietly built massive things but haven't spent their time talking about it on the media circuit." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
4. **On Preparation:** "Deep research shows respect for the guest and allows you to skip the introductory material they have answered a hundred times before." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
5. **On Curiosity:** "A genuine desire to learn cannot be faked; audiences immediately detect when a host is bored by their own topic." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
6. **On Conversational Flow:** "Interrupting is only justified if it saves the listener from confusion or brings a wandering answer back to the core insight." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
7. **On Silence:** "Allowing a moment of silence after a profound statement gives both the guest and the audience time to process its weight." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
8. **On Interview Framing:** "Frame the conversation around the mechanics of how things work rather than just the timeline of what happened." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
9. **On Podcasting as Networking:** "Hosting a podcast is arguably the most effective networking tool available, as it provides an excuse to talk to anyone in the world." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*

### Part 4: Career and Ambition

1. **On Motivation:** "Rely on clean fuel like curiosity and love for the craft, rather than dirty fuel like spite or anger, which eventually burns you out." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
2. **On Power Laws in Relationships:** "One A+ relationship can be worth more than a thousand B connections; invest heavily in the best people you meet." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
3. **On Championing Others:** "Success is better when you're the reason someone else succeeded. Finding and supporting undiscovered talent is highly rewarding." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
4. **On Career Moats:** "Build a unique intersection of skills that makes you impossible to replace, rather than trying to be the absolute best at one common skill." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
5. **On Risk in Careers:** "The biggest career risk is staying in a comfortable but stagnant role during your peak learning years." — [*Source: \[Millennial Money*](https://www.amazon.com/Millennial-Money-Young-Investors-Fortune/dp/1137279564?ref=antoinebuteau.com)*\]*
6. **On Goal Setting:** "A philosophy of growth without goals allows you to pursue interesting opportunities without being blinded by rigid long-term plans." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
7. **On Apprenticeship:** "Find someone whose work you deeply admire and find a way to make their life easier without asking for permission." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
8. **On Personal Output:** "Writing publicly forces you to clarify your thinking and acts as a magnet for like-minded individuals." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
9. **On Reputation:** "Your reputation is a cumulative ledger of every promise you have kept and every time you have delivered quality work." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*

### Part 5: Technology and Crypto

1. **On Web3:** "The core promise of crypto is establishing digital scarcity and enabling trustless, programmable money on a global scale." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
2. **On Protocol Layers:** "Value in the future internet may accrue to the underlying protocols rather than just the application layers built on top of them." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
3. **On Decentralization:** "The transition from centralized institutions to decentralized networks introduces new friction but permanently shifts ownership to users." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
4. **On Evaluating New Tech:** "When looking at nascent technology, focus on what the smartest developers are building on their weekends." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
5. **On Software:** "Code is the ultimate multiplier because the marginal cost of software replication rounds to zero." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
6. **On Tokenomics:** "Designing a token economy requires a delicate balance of incentives to ensure early adopters and long-term holders align." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
7. **On Open Source:** "The open-source ethos accelerates innovation because it allows builders to compose new structures on top of established foundations without permission." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
8. **On the Metaverse:** "Digital environments will increasingly command our attention and economic value as the lines between physical and virtual status blur." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
9. **On Iteration:** "In software, shipping an imperfect product quickly and iterating based on real user feedback beats polishing a product in secret." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*

### Part 6: Reading, Learning, and Intellectual Curiosity

1. **On Book Selection:** "Stop reading a book the moment you lose interest; life is too short to treat reading as a chore." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
2. **On Synthesizing Information:** "True learning happens when you can explain a complex topic simply to someone completely outside the field." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
3. **On Reading Fiction:** "Fiction is often a better teacher of human nature and incentives better than most business biographies." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
4. **On Historical Context:** "Reading history provides a baseline for human behavior, showing that while technology changes, human desires remain constant." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
5. **On Note-Taking:** "Don't just highlight text; write out your own reaction to the text to solidify the concept in your memory." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
6. **On Diverse Inputs:** "Breakthrough ideas rarely come from reading the exact same industry newsletters as your peers." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
7. **On Learning in Public:** "Sharing your half-formed ideas online invites feedback and accelerates the learning process far faster than studying in isolation." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
8. **On Intellectual Humility:** "The fastest way to learn is to admit ignorance early and ask the stupid questions others are too proud to vocalize." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
9. **On Re-reading:** "Returning to a great book years later is valuable because you are bringing a completely different version of yourself to the text." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
10. **On Seeking Outliers:** "Study the anomalies and extreme outliers in any dataset; they often reveal the hidden rules of the system." — [*Source: \[O'Shaughnessy Asset Management*](https://osam.com/?ref=antoinebuteau.com)*\]*

### Part 7: Building Colossus and Media

1. **On Media Business Models:** "The future of media belongs to small, highly trusted curators who can filter noise for a dedicated audience." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
2. **On Audio as a Medium:** "Voice carries emotional resonance and authenticity that is almost impossible to convey through text alone." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
3. **On Content Durability:** "Strive to create content that will be just as relevant and valuable ten years from now as it is today." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
4. **On Niche Audiences:** "It is better to have ten thousand people who obsess over your content than a million people who casually scroll past it." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
5. **On Platform Independence:** "Relying entirely on social media algorithms for distribution is a dangerous foundation; own your relationship with your audience via email or direct feeds." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
6. **On Monetization:** "Build trust and community first; monetization is simply capturing a fraction of the immense value you have already provided." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
7. **On Format Innovation:** "Don't be afraid to break standard podcast formats; long-form deep dives or hyper-specific miniseries often perform best." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
8. **On Collaboration:** "Media scales best when you partner with other high-quality creators rather than viewing them as zero-sum competitors." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
9. **On Brand Identity:** "A brand is essentially a promise of quality and consistency; Colossus aims to be the definitive library for business building." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
10. **On Quality Control:** "Lowering the bar for content to meet a publishing schedule is the fastest way to erode a premium brand." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*

### Part 8: Human Nature and the Good Life

1. **On Family:** "The ultimate measure of success is whether the people closest to you respect and enjoy your company." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
2. **On Time Management:** "Say no to almost everything; protect your time ruthlessly so you can say yes to the few things that truly matter." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
3. **On Envy:** "Envy is the most useless of the deadly sins because it offers zero temporary pleasure while corroding your own happiness." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
4. **On Physical Health:** "Intellectual endurance is directly tied to physical health; sleep and exercise are non-negotiable for long-term performance." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
5. **On Gratitude:** "Cultivating a habit of recognizing what is going right prevents the default human tendency to obsess over minor annoyances." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*
6. **On Wealth:** "Money is best used to buy autonomy and freedom over your schedule, not an escalating series of luxury goods." — [*Source: \[Millennial Money*](https://www.amazon.com/Millennial-Money-Young-Investors-Fortune/dp/1137279564?ref=antoinebuteau.com)*\]*
7. **On Friendship:** "Keep a small circle of friends who will tell you the harsh truth when you are wrong and celebrate without jealousy when you win." — [*Source: \[Invest Like the Best*](https://www.joincolossus.com/episodes?ref=antoinebuteau.com)*\]*
8. **On Present Focus:** "What you do in the present reverberates into the future." — [*Source: \[Millennial Money*](https://www.amazon.com/Millennial-Money-Young-Investors-Fortune/dp/1137279564?ref=antoinebuteau.com)*\]*
9. **On Generosity:** "Giving away your best ideas for free often returns opportunities that far exceed what you could have charged for them." — [*Source: \[Colossus*](https://www.joincolossus.com/?ref=antoinebuteau.com)*\]*
10. **On Legacy:** "A life well-lived is one where your curiosity and efforts leave behind ideas and institutions that continue growing after you are gone." — [*Source: \[Investor's Field Guide*](https://investorsfieldguide.com/?ref=antoinebuteau.com)*\]*