Treat hiring as a prediction task
HiringThe goal of an interview process is to accurately predict whether a candidate will perform well in the specific role.
3 more supporting quotes are in the member records.
Hall of Masters
Jim O'Shaughnessy
짐 오쇼너시
Investing and capital allocationBorn 1960
Quantitative investor, author of What Works on Wall Street, founder of O'Shaughnessy Ventures
2,844 records in all
- Principles 974
- Episodes 563
- Quotes 1,307
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Principles
146 basic records of 974
Principles are our summary of their public statements.
Guard Against Honest-Minded Data Mining
StrategyBe aware that even without bad intentions, researchers can unconsciously skew data to find the results they want to see.
Supporting quotes
What are all the good things that might happen because you didn't graduate law school, versus all of the... And I found that it unlocks all sorts of things that you don't even know you're thinking about.
in my prior life as an asset manager, we were quantitative, algorithmic factor investors. And one of the things that I continually observed, and tried to guard against as much as I could when I was doing the tests, is what I call honest-minded data mining.
Source Jim O'Shaughnessy 106 Self Help Books Distilled Into, 2026 (opens in a new tab)
1 more supporting quote is in the member records.
Use AI as a Dispassionate Critic
CreativityOne can bypass the emotional pain of criticism by using AI to find flaws, as it is harder to take offense at a machine than a human.
Focus on Process Over Outcome
MindsetOne should avoid 'resulting' by not letting the quality of an outcome dictate the perceived value of the work. Success is more likely when the focus remains on the daily process rather than the final pinnacle.
Avoid Facile Explanations
MindsetDo not rely on easy narratives like interest rate correlations to explain market movements, as they are often misleading and factually incorrect.
Stick to Evidence-Based Conviction
ResilienceChoose a strategy based on economic principles and evidence, then maintain it through painful periods unless the fundamentals change.
Collaborate on Shared Interests
LeadershipDo not require total ideological alignment to work with or learn from others; focus on the specific areas where goals or ideas overlap.
Seek Cognitive Diversity
LearningTrue diversity is about different ways of thinking and error-correcting one's own beliefs by engaging with compelling opposing arguments.
3 more supporting quotes are in the member records.
Pragmatism Over Ideology
LeadershipA leader should prioritize practical solutions and historical understanding over rigid political or ideological stances.
1 more supporting quote is in the member records.
Technology as an entrepreneurial catalyst
TechnologyThe introduction of tools like smartphones can bypass regulatory hurdles and unlock the latent entrepreneurial potential in developing regions.
3 more supporting quotes are in the member records.
Narrative shapes innovation adoption
MarketingPublic resistance to new technology is often driven by emotional storytelling and the creation of 'villains' rather than objective facts.
Supporting quotes
I had a guest on who wrote a book contrasting and comparing America and China and his thesis was America is now a lawyerly society, whereas China is an engineering society.
Source Jim O'Shaughnessy How To Fix Americas Building Problem, 2024 (opens in a new tab)
2 more supporting quotes are in the member records.
Prove Concepts Through Pilot Projects
StrategyInstead of trying to change an entire system at once, start with a pilot project in a disadvantaged or open area to demonstrate success and build momentum.
3 more supporting quotes are in the member records.
Adopt Radical Accountability
LeadershipA leader must accept that everything that happens within their domain is ultimately their fault, rather than blaming subordinates or external factors.
3 more supporting quotes are in the member records.
Prioritize Opportunity Over Outcome
StrategyFocusing on providing equal opportunities rather than forcing equal outcomes leads to a more dynamic and successful environment.
3 more supporting quotes are in the member records.
Reject conformity as cowardice
LeadershipTrue courage is found in resisting the urge to conform to norms and instead pursuing independent judgment.
2 more supporting quotes are in the member records.
Adaptation Over Prohibition
TechnologyDangerous but essential technologies should not be banned; instead, society must develop safety protocols and infrastructure to manage them.
Supporting quotes
Instead of banning it, we created fire departments and fire alarms and fire drills. Do you see that happening with all of the technologies that are emerging today?
Source Jim O'Shaughnessy How To Unite Reality With Imagination, 2024 (opens in a new tab)
2 more supporting quotes are in the member records.
Apply Occam's Razor to Business
DecisionsLook for the simplest possible solution to emerge from complex technological shifts rather than over-engineering new platforms.
3 more supporting quotes are in the member records.
Leverage Long Tail Niches
WealthModern tools allow creators to build remunerative careers in highly specific niches that were previously economically unviable.
Supporting quotes
I think that the governing body men in our operating system, if you just look evolutionarily, is fear, especially fear of novel things.
They found different distribution channels. They found different audiences. And the rest is history.
Source Jim O'Shaughnessy How To Unite Reality With Imagination, 2024 (opens in a new tab)
1 more supporting quote is in the member records.
Root For Progress
MindsetInstead of reflexively opposing change due to uncertainty, look for the positive use cases and ways to improve new technologies like AI.
3 more supporting quotes are in the member records.
Recognize the power of mimesis
DecisionsMimesis is a fundamental capacity to imitate that drives social phenomena and desires. Understanding that even breaking away from a group can be a form of social conformity helps in making more authentic decisions.
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