--- title: "Meaning & Key Takeaway of: The End of Theory: The Data Deluge Makes…" description: "\"“The End of Theory: The Data Deluge Makes the Scientific Method Obsolete,”\" — Scott Hartley" image: "https://sms4smile.com/quotes/i/757/scott-hartley-29365_correlation_the-end-of-theory-the-data-deluge-makes_822570.jpg" --- # The End of Theory: The Data Deluge Makes the Scientific… ![“The End of Theory: The Data Deluge Makes the Scientific Method Obsolete,” quote by Scott Hartley](https://sms4smile.com/quotes/i/757/scott-hartley-29365_correlation_the-end-of-theory-the-data-deluge-makes_822570.jpg) [Download](https://sms4smile.com/quotes/i/757/scott-hartley-29365_correlation_the-end-of-theory-the-data-deluge-makes_822570.jpg) [Open image](https://sms4smile.com/quotes/i/757/scott-hartley-29365_correlation_the-end-of-theory-the-data-deluge-makes_822570.jpg) > ““The End of Theory: The Data Deluge Makes the Scientific Method Obsolete,”” [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. The explosion of data challenges traditional scientific methods, suggesting a shift toward data‑driven discovery. **In simple terms:** Massive data may make old scientific methods outdated. Key Takeaway Embrace data‑centric approaches while preserving critical thinking. Themes science data methodology Mood analytical cautious Type academic philosophical When to use this quote - research labs - policy making - education - industry innovation Key Concepts big data epistemology Questions to Reflect On - How can we balance data use with theory? - What safeguards ensure data‑driven science remains rigorous? A Different Perspective Data can overwhelm without proper interpretation. ★ ★ ★ ★ ★ No ratings yet [Scientific method](https://sms4smile.com/quotes/about/scientific-method/) ## Related quotes > [Theory without data is myth: data without theory is madness.](https://sms4smile.com/quotes/phil-zuckerman/theory-without-data-is-myth-data-without-theory-is-madness/) [Phil Zuckerman](https://sms4smile.com/quotes/author/phil-zuckerman/) > [I remember listening to 'Low End Theory': I had been kicked out of high school. 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IQ…](https://sms4smile.com/quotes/vincent-bugliosi/one-thing-i-have-seen-over-and-over-again-in-life-is-that-there-is/) [Vincent Bugliosi](https://sms4smile.com/quotes/author/vincent-bugliosi/) ## More by Scott Hartley > [“algorithms can be, as she says, “used as weapons” to perpetuate discrimination. They can use math to camouflage bias.”](https://sms4smile.com/quotes/scott-hartley/algorithms-can-be-as-she-says-used-as-weapons-to-perpetuate/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“requires both ethics and data, both deep thinking people and Deep Learning AI,”](https://sms4smile.com/quotes/scott-hartley/requires-both-ethics-and-data-both-deep-thinking-people-and-deep/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“Data will confirm or deny according to will, lest we interrogate it fully.”](https://sms4smile.com/quotes/scott-hartley/data-will-confirm-or-deny-according-to-will-lest-we-interrogate-it/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“A liberal education is not so much about learning to do a job as it is about learning to learn, and to love learning.”](https://sms4smile.com/quotes/scott-hartley/a-liberal-education-is-not-so-much-about-learning-to-do-a-job-as-it/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“human errors in the collection and interpretation of data must be corrected by human analysis,”](https://sms4smile.com/quotes/scott-hartley/human-errors-in-the-collection-and-interpretation-of-data-must-be/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“The national high school graduation average is 82 percent.”](https://sms4smile.com/quotes/scott-hartley/the-national-high-school-graduation-average-is-82-percent/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“it’s technology married with liberal arts, married with the humanities, that yields us the result that make our heart sing.”](https://sms4smile.com/quotes/scott-hartley/it-s-technology-married-with-liberal-arts-married-with-the-humanities/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“combining and melding human and machine strengths in this way, Stitch Fix has become the primary method by which 39 percent of its clients…](https://sms4smile.com/quotes/scott-hartley/combining-and-melding-human-and-machine-strengths-in-this-way-stitch/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“leaders who understand the social and cultural contexts in which our technologies are deployed.”](https://sms4smile.com/quotes/scott-hartley/leaders-who-understand-the-social-and-cultural-contexts-in-which-our/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“I always think that you should start with the problem that you’re trying to solve”](https://sms4smile.com/quotes/scott-hartley/i-always-think-that-you-should-start-with-the-problem-that-you-re/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“Fuzzies are helping to bridge divides between specialties,”](https://sms4smile.com/quotes/scott-hartley/fuzzies-are-helping-to-bridge-divides-between-specialties/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“take the situation from chaotic to complex, where there are tools for extracting patterns”](https://sms4smile.com/quotes/scott-hartley/take-the-situation-from-chaotic-to-complex-where-there-are-tools-for/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“We are doing a disservice to our young people by telling them that life is a straight path.”](https://sms4smile.com/quotes/scott-hartley/we-are-doing-a-disservice-to-our-young-people-by-telling-them-that/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“best teams had fluid leaders who took advantage of everyone’s relative strengths and fostered norms of openness,”](https://sms4smile.com/quotes/scott-hartley/best-teams-had-fluid-leaders-who-took-advantage-of-everyone-s/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) > [“Knowing,” as he says, “is going obsolete.”](https://sms4smile.com/quotes/scott-hartley/knowing-as-he-says-is-going-obsolete/) [Scott Hartley](https://sms4smile.com/quotes/author/scott-hartley/) [Explore all 17 Scott Hartley quotes ](https://sms4smile.com/quotes/author/scott-hartley/) ## More Correlation quotes > [One thing I have seen over and over again in life is that there is virtually no correlation between intelligence and common sense. 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Upton > [Jesus Christ said more about money than about any other single thing because, when it comes to a man's real nature, money is of…](https://sms4smile.com/quotes/richard-halverson/jesus-christ-said-more-about-money-than-about-any-other-single-thing/) [Richard Halverson](https://sms4smile.com/quotes/author/richard-halverson/) > [I would say the issue for the labor movement in the United States is not structural... there is no correlation between the success of…](https://sms4smile.com/quotes/andy-stern/i-would-say-the-issue-for-the-labor-movement-in-the-united-states-is/) [Andy Stern](https://sms4smile.com/quotes/author/andy-stern/) > [There's obviously a correlation between an economically empowered woman and the investments she makes. That leads to her social and moral conscience for bettering…](https://sms4smile.com/quotes/andrea-jung/there-s-obviously-a-correlation-between-an-economically-empowered/) [Andrea Jung](https://sms4smile.com/quotes/author/andrea-jung/) Browse all 220 Correlation quotes ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "“The End of Theory: The Data Deluge Makes the Scientific Method Obsolete,”", "creator": { "@type": "Person", "name": "Scott Hartley" }, "isPartOf": { "@id": "https://sms4smile.com/quotes/#website" }, "url": "https://sms4smile.com/quotes/scott-hartley/the-end-of-theory-the-data-deluge-makes-the-scientific-method-obsolete/", "about": { "@type": "Thing", "name": "Correlation" }, "@id": "https://sms4smile.com/quotes/scott-hartley/the-end-of-theory-the-data-deluge-makes-the-scientific-method-obsolete/#quotation", "image": { "@type": "ImageObject", "@id": "https://sms4smile.com/quotes/i/757/scott-hartley-29365_correlation_the-end-of-theory-the-data-deluge-makes_822570.jpg", "contentUrl": "https://sms4smile.com/quotes/i/757/scott-hartley-29365_correlation_the-end-of-theory-the-data-deluge-makes_822570.jpg", "url": "https://sms4smile.com/quotes/i/757/scott-hartley-29365_correlation_the-end-of-theory-the-data-deluge-makes_822570.jpg", "width": 1080, "height": 1080, "caption": "“The End of Theory: The Data Deluge Makes the Scientific Method Obsolete,” — Scott Hartley", "creditText": "SMS4Smile Quotes", "creator": { "@id": "https://sms4smile.com/quotes/#organization" } } }, { "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://sms4smile.com/" }, { "@type": "ListItem", "position": 2, "name": "Quotes", "item": "https://sms4smile.com/quotes/" }, { "@type": "ListItem", "position": 3, "name": "Scott Hartley", "item": "https://sms4smile.com/quotes/author/scott-hartley/" }, { "@type": "ListItem", "position": 4, "name": "“The End of Theory: The Data...", "item": "https://sms4smile.com/quotes/scott-hartley/the-end-of-theory-the-data-deluge-makes-the-scientific-method-obsolete/" } ], "@id": "https://sms4smile.com/quotes/scott-hartley/the-end-of-theory-the-data-deluge-makes-the-scientific-method-obsolete/#breadcrumb" }, { "@type": "WebSite", "@id": "https://sms4smile.com/quotes/#website", "name": "SMS4Smile Quotes", "url": "https://sms4smile.com/quotes/", "publisher": { "@id": "https://sms4smile.com/quotes/#organization" } }, { "@type": "Organization", "@id": "https://sms4smile.com/quotes/#organization", "name": "SMS4Smile Quotes", "url": "https://sms4smile.com/quotes/", "logo": { "@type": "ImageObject", "url": "https://sms4smile.com/quotes/wp-content/themes/sq/assets/icons/icon-512.png", "width": 512, "height": 512 } } ] } ```