--- title: "Meaning & Key Takeaway of: Abstracting human wisdom into models…" description: "\"Abstracting human wisdom into models often works better than relying on human experts as models are often more consistent and less noisy.\" — Dominic Cu..." image: "https://sms4smile.com/quotes/i/372/dominic-cummings-5896_better_abstracting-human-wisdom-into-models-oft_1036976.jpg" --- # Abstracting human wisdom into models often works better… ![“Abstracting human wisdom into models often works better than relying on human experts as models are often more consistent and less noisy.” quote by Dominic Cummings](https://sms4smile.com/quotes/i/372/dominic-cummings-5896_better_abstracting-human-wisdom-into-models-oft_1036976.jpg) [Download](https://sms4smile.com/quotes/i/372/dominic-cummings-5896_better_abstracting-human-wisdom-into-models-oft_1036976.jpg) [Open image](https://sms4smile.com/quotes/i/372/dominic-cummings-5896_better_abstracting-human-wisdom-into-models-oft_1036976.jpg) > “Abstracting human wisdom into models often works better than relying on human experts as models are often more consistent and less noisy.” [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Model‑based decision making can be more reliable than human judgment because it reduces bias and variability. **In simple terms:** Models can be more consistent than humans. Key Takeaway Use models for consistency. Themes AI decision‑making bias consistency Mood analytical critical Type technical informative When to use this quote - financial forecasting - medical diagnosis - policy analysis - risk assessment Key Concepts machine learning expert systems Questions to Reflect On - When should human intuition override a model? - What are the limits of algorithmic consistency? A Different Perspective Models may lack contextual nuance. ★ ★ ★ ★ ★ No ratings yet [Human](https://sms4smile.com/quotes/about/human/) [Human wisdom](https://sms4smile.com/quotes/about/human-wisdom/) [Wisdom](https://sms4smile.com/quotes/about/wisdom/) ## Related quotes > [When we consider the future of the human species, we can do better than relying upon the least evolved, amygdalar, reptilian parts of our…](https://sms4smile.com/quotes/bryan-johnson/when-we-consider-the-future-of-the-human-species-we-can-do-better/) [Bryan Johnson](https://sms4smile.com/quotes/author/bryan-johnson/) > [Ninety percent of all human wisdom is the ability to mind your own business.](https://sms4smile.com/quotes/robert-a-heinlein/ninety-percent-of-all-human-wisdom-is-the-ability-to-mind-your-own/) [Robert A. Heinlein](https://sms4smile.com/quotes/author/robert-a-heinlein/) > [All human wisdom is summed up in two words; wait and hope.](https://sms4smile.com/quotes/alexandre-dumas/all-human-wisdom-is-summed-up-in-two-words-wait-and-hope/) [Alexandre Dumas](https://sms4smile.com/quotes/author/alexandre-dumas/) > [“Government is a contrivance of human wisdom to provide for human wants," wrote Edmund Burke in his Reflections on the Revolution in France. In…](https://sms4smile.com/quotes/deborah-stone/government-is-a-contrivance-of-human-wisdom-to-provide-for-human/) Deborah Stone > [Faith is the leading grace in all our spiritual warfare and conflict; but all along while we live, it hath faithful company that adheres…](https://sms4smile.com/quotes/john-owen/faith-is-the-leading-grace-in-all-our-spiritual-warfare-and-conflict/) [John Owen](https://sms4smile.com/quotes/author/john-owen/) > [Human wisdom remains always one and the same although applied to the most diverse objects and it is no more changed by their diversity…](https://sms4smile.com/quotes/ren-descartes/human-wisdom-remains-always-one-and-the-same-although-applied-to-the/) [Rene Descartes](https://sms4smile.com/quotes/author/ren-descartes/) > [I firmly believe this ... that without His concurring aid we shall succeed in this political building no better, than the builders of Babel:…](https://sms4smile.com/quotes/benjamin-franklin/i-firmly-believe-this-that-without-his-concurring-aid-we-shall/) [Benjamin Franklin](https://sms4smile.com/quotes/author/benjamin-franklin/) > [The Shambhala teachings are founded on the premise that there is basic human wisdom that can help to solve the world's problems. This wisdom…](https://sms4smile.com/quotes/chogyam-trungpa/the-shambhala-teachings-are-founded-on-the-premise-that-there-is/) [Chogyam Trungpa](https://sms4smile.com/quotes/author/chogyam-trungpa/) > [“The only thing that we know is that we know nothing, and that is the highest flight of human wisdom.”](https://sms4smile.com/quotes/leo-tolstoy/the-only-thing-that-we-know-is-that-we-know-nothing-and-that-is-the/) [Leo Tolstoy](https://sms4smile.com/quotes/author/leo-tolstoy/) > [There is no such thing as an inevitable war. 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And yet man in his wisdom cannot find a way to rescue…](https://sms4smile.com/quotes/daisaku-ikeda/human-wisdom-has-advanced-to-the-point-where-man-can-construct/) [Daisaku Ikeda](https://sms4smile.com/quotes/author/daisaku-ikeda/) > [“Heaven may be won, not by the sword, not by human wisdom, but by Faith, Love, and Good Works.”](https://sms4smile.com/quotes/lew-wallace/heaven-may-be-won-not-by-the-sword-not-by-human-wisdom-but-by-faith/) [Lew Wallace](https://sms4smile.com/quotes/author/lew-wallace/) > [Darling, replied Valentine, has not the count just told us that all human wisdom was contained in these two words,- "Wait and hope"?](https://sms4smile.com/quotes/alexandre-dumas/darling-replied-valentine-has-not-the-count-just-told-us-that-all/) [Alexandre Dumas](https://sms4smile.com/quotes/author/alexandre-dumas/) > [The Holy Ghost is the only One who can detect the temptations of Satan, neither our common sense nor our human wisdom can detect…](https://sms4smile.com/quotes/oswald-chambers/the-holy-ghost-is-the-only-one-who-can-detect-the-temptations-of/) [Oswald Chambers](https://sms4smile.com/quotes/author/oswald-chambers/) ## More by Dominic Cummings > [The reason why Whitehall is full of people failing in predictable ways on an hourly basis is because, first, there is general system-wide failure…](https://sms4smile.com/quotes/dominic-cummings/the-reason-why-whitehall-is-full-of-people-failing-in-predictable/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [The audience for facts, evidence and research about microtargeting, Facebook and Brexit is tiny.](https://sms4smile.com/quotes/dominic-cummings/the-audience-for-facts-evidence-and-research-about-microtargeting/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [In the commercial world, big companies mostly die within a few decades because they cannot maintain an internal system to keep them aligned to…](https://sms4smile.com/quotes/dominic-cummings/in-the-commercial-world-big-companies-mostly-die-within-a-few-decades/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [Physicists and mathematicians regularly invade other fields but other fields do not invade theirs so we can see which fields are hardest for very…](https://sms4smile.com/quotes/dominic-cummings/physicists-and-mathematicians-regularly-invade-other-fields-but-other/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [Fundamental to real expertise is 1: whether the informational structure of the environment is sufficiently regular that it's possible to make good predictions and…](https://sms4smile.com/quotes/dominic-cummings/fundamental-to-real-expertise-is-1-whether-the-informational/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [The panic over Sputnik brought many good things such as a huge increase in science funding.](https://sms4smile.com/quotes/dominic-cummings/the-panic-over-sputnik-brought-many-good-things-such-as-a-huge/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [In history books, luck is always underplayed and the talent of individuals is usually overplayed.](https://sms4smile.com/quotes/dominic-cummings/in-history-books-luck-is-always-underplayed-and-the-talent-of/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [Changing the world in a profound and beneficial way is not enough to put a dint in bureaucracies which operate on their own dynamics.](https://sms4smile.com/quotes/dominic-cummings/changing-the-world-in-a-profound-and-beneficial-way-is-not-enough-to/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [I make judgments about people and ideas individually - for me, parties are just a vehicle of convenience.](https://sms4smile.com/quotes/dominic-cummings/i-make-judgments-about-people-and-ideas-individually-for-me-parties/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [Usually in politics everything is done on hunches.](https://sms4smile.com/quotes/dominic-cummings/usually-in-politics-everything-is-done-on-hunches/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [Technology enables people to improve communication with unprecedented speed, scale and iterative testing. It also allows people to wreak chaos with high leverage.](https://sms4smile.com/quotes/dominic-cummings/technology-enables-people-to-improve-communication-with-unprecedented/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [If you want to avoid the usual fate in politics of failure, you need to understand some basic principles about why people make mistakes…](https://sms4smile.com/quotes/dominic-cummings/if-you-want-to-avoid-the-usual-fate-in-politics-of-failure-you-need/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [It is hard to change people's minds.](https://sms4smile.com/quotes/dominic-cummings/it-is-hard-to-change-people-s-minds/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [Music is similar to sport. 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