--- title: "Meaning & Key Takeaway of: Fundamental to real expertise is 1…" description: "\"Fundamental to real expertise is 1: whether the informational structure of the environment is sufficiently regular that it's possible to make good pred..." image: "https://sms4smile.com/quotes/i/c7f/dominic-cummings-5896_expertise_fundamental-to-real-expertise-is-1-wheth_109176.jpg" --- # Fundamental to real expertise is 1: whether the… ![“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 2: does it allow high quality feedback and therefore error-correction.” quote by Dominic Cummings](https://sms4smile.com/quotes/i/c7f/dominic-cummings-5896_expertise_fundamental-to-real-expertise-is-1-wheth_109176.jpg) [Download](https://sms4smile.com/quotes/i/c7f/dominic-cummings-5896_expertise_fundamental-to-real-expertise-is-1-wheth_109176.jpg) [Open image](https://sms4smile.com/quotes/i/c7f/dominic-cummings-5896_expertise_fundamental-to-real-expertise-is-1-wheth_109176.jpg) > “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 2: does it allow high quality feedback and therefore error-correction.” [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. Expertise depends on a predictable environment that allows accurate forecasts and on feedback mechanisms that enable correction of errors. **In simple terms:** Skill grows where patterns are clear and mistakes are corrected. Key Takeaway Predictability and feedback drive mastery. Themes expertise prediction feedback learning Mood analytical motivational Type technical strategic When to use this quote - training AI models - skill acquisition in sports - business strategy Key Concepts systems theory error correction Practical Applications - design environments with measurable outcomes - implement rapid feedback loops Questions to Reflect On - What feedback loops do you currently lack? - How can you impose regularity on a volatile task? A Different Perspective Highly regular environments are rare; expertise may still develop amid chaos through adaptive heuristics. ★ ★ ★ ★ ★ No ratings yet [Expertise](https://sms4smile.com/quotes/about/expertise/) [Expertise Informational](https://sms4smile.com/quotes/about/expertise-informational-1300686/) [Feedback](https://sms4smile.com/quotes/about/feedback/) [Fundamental Real](https://sms4smile.com/quotes/about/fundamental-real-1300687/) [Good](https://sms4smile.com/quotes/about/good/) [High quality](https://sms4smile.com/quotes/about/high-quality/) [Informational Structure](https://sms4smile.com/quotes/about/informational-structure-1300688/) [Possible](https://sms4smile.com/quotes/about/possible/) [Quality](https://sms4smile.com/quotes/about/quality/) [Real](https://sms4smile.com/quotes/about/real/) [Real Expertise](https://sms4smile.com/quotes/about/real-expertise-1300685/) ## Related quotes > [The only thing that is fundamental (real) is consciousness itself; all else is virtual- i.e., a result of an exchange of information within consciousness.](https://sms4smile.com/quotes/thomas-campbell/the-only-thing-that-is-fundamental-real-is-consciousness-itself-all/) [Thomas Campbell](https://sms4smile.com/quotes/author/thomas-campbell/) > [During my Ph.D. program, I became interested in the informational structure of markets that turned into the work on signaling, which was the part…](https://sms4smile.com/quotes/michael-spence/during-my-ph-d-program-i-became-interested-in-the-informational/) [Michael Spence](https://sms4smile.com/quotes/author/michael-spence/) > [Now more than ever the people are responsible for the character of their Congress. 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I want to get into the high fashion world very soon, but the stuff…](https://sms4smile.com/quotes/chris-brown/i-m-gonna-do-clothes-but-stuff-that-kids-can-afford-i-want-to-get/) [Chris Brown](https://sms4smile.com/quotes/author/chris-brown/) > [Contractors always pursue large profit, the customer - a high-quality end product in due time and at a lower cost. This struggle never ends,…](https://sms4smile.com/quotes/vladimir-putin/contractors-always-pursue-large-profit-the-customer-a-high-quality/) [Vladimir Putin](https://sms4smile.com/quotes/author/vladimir-putin/) > [One of the challenges of having exceptionally high quality talent is that they're constantly restless, and they're constantly on the lookout for opportunities.](https://sms4smile.com/quotes/naveen-tewari/one-of-the-challenges-of-having-exceptionally-high-quality-talent-is/) [Naveen Tewari](https://sms4smile.com/quotes/author/naveen-tewari/) > [As the first member of my immediate family to graduate from college, I understand the importance access to high quality education plays in preparing…](https://sms4smile.com/quotes/elise-stefanik/as-the-first-member-of-my-immediate-family-to-graduate-from-college-i/) [Elise Stefanik](https://sms4smile.com/quotes/author/elise-stefanik/) > [I want to be involved in things I can be really proud of. There's a lot of bad films being made and I don't…](https://sms4smile.com/quotes/aisling-loftus/i-want-to-be-involved-in-things-i-can-be-really-proud-of-there-s-a/) [Aisling Loftus](https://sms4smile.com/quotes/author/aisling-loftus/) > [Safin, in his way, is very talented. It is a joy to watch them play; it is tennis of a very high quality.](https://sms4smile.com/quotes/richard-krajicek/safin-in-his-way-is-very-talented-it-is-a-joy-to-watch-them-play-it/) [Richard Krajicek](https://sms4smile.com/quotes/author/richard-krajicek/) ## 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/) > [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. There is very fast feedback, learning, and a clear hierarchy of expertise.](https://sms4smile.com/quotes/dominic-cummings/music-is-similar-to-sport-there-is-very-fast-feedback-learning-and-a/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [MPs have no real knowledge of how to function other than via gimmick and briefings.](https://sms4smile.com/quotes/dominic-cummings/mps-have-no-real-knowledge-of-how-to-function-other-than-via-gimmick/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) > [Brexit cannot be done with the traditional Westminster/Whitehall system as Vote Leave warned repeatedly before 23 June 2016.](https://sms4smile.com/quotes/dominic-cummings/brexit-cannot-be-done-with-the-traditional-westminster-whitehall/) [Dominic Cummings](https://sms4smile.com/quotes/author/dominic-cummings/) [Explore all 100 Dominic Cummings quotes ](https://sms4smile.com/quotes/author/dominic-cummings/) ## More Expertise quotes > [Education is a lifelong experience. Experience is a lifelong education. Education plus experience equals expertise.](https://sms4smile.com/quotes/michael-bugeja/education-is-a-lifelong-experience-experience-is-a-lifelong-education/) [Michael Bugeja](https://sms4smile.com/quotes/author/michael-bugeja/) > [Society understands the architecture of academia and knows there are relevant qualifications in different fields, and the media accepts the idea of specialisations and…](https://sms4smile.com/quotes/jay-griffiths/society-understands-the-architecture-of-academia-and-knows-there-are/) [Jay Griffiths](https://sms4smile.com/quotes/author/jay-griffiths/) > [When you feel you have good although incomplete expertise, start trying things. If it's not working, try something else; maintain an experimental mindset.](https://sms4smile.com/quotes/tony-robbins/when-you-feel-you-have-good-although-incomplete-expertise-start/) [Tony Robbins](https://sms4smile.com/quotes/author/tony-robbins/) > [Developing expertise or assets that are not easily copied is essential; otherwise you're just a middleman.](https://sms4smile.com/quotes/seth-godin/developing-expertise-or-assets-that-are-not-easily-copied-is/) [Seth Godin](https://sms4smile.com/quotes/author/seth-godin/) > [You basically have a group of four spies who are chosen for a mission they feel for the fact of how competent they are…](https://sms4smile.com/quotes/matt-leblanc/you-basically-have-a-group-of-four-spies-who-are-chosen-for-a-mission/) [Matt LeBlanc](https://sms4smile.com/quotes/author/matt-leblanc/) > [3 people get stranded on a remote Island A Banker, a Daily Mail reader & an Asylum seeker All they have to eat is…](https://sms4smile.com/quotes/christopher-brookmyre/3-people-get-stranded-on-a-remote-island-a-banker-a-daily-mail-reader/) [Christopher Brookmyre](https://sms4smile.com/quotes/author/christopher-brookmyre/) > [“Suckers think that you cure greed with money, addiction with substances, expert problems with experts, banking with bankers, economics with economists, and debt crises…](https://sms4smile.com/quotes/nassim-nicholas-taleb/suckers-think-that-you-cure-greed-with-money-addiction-with/) [Nassim Nicholas Taleb](https://sms4smile.com/quotes/author/nassim-nicholas-taleb/) > [Japan is already a leader in energy efficiency, and it has a wealth of innovative technologies. We must put this expertise to use creating…](https://sms4smile.com/quotes/yoshihiko-noda/japan-is-already-a-leader-in-energy-efficiency-and-it-has-a-wealth-of/) [Yoshihiko Noda](https://sms4smile.com/quotes/author/yoshihiko-noda/) > [The Tao is the center of the universe, the good man's treasure, the bad man's refuge. Honors can be bought with fine words, respect…](https://sms4smile.com/quotes/laozi/the-tao-is-the-center-of-the-universe-the-good-man-s-treasure-the-bad/) [Laozi](https://sms4smile.com/quotes/author/laozi/) > [As the president of Kosovo, I am more concerned about the current situation with the employment standing at around 70 % of the population,…](https://sms4smile.com/quotes/ibrahim-rugova/as-the-president-of-kosovo-i-am-more-concerned-about-the-current/) [Ibrahim Rugova](https://sms4smile.com/quotes/author/ibrahim-rugova/) > [It's easy to pretend expertise when there's no data to contradict you.](https://sms4smile.com/quotes/seth-godin/it-s-easy-to-pretend-expertise-when-there-s-no-data-to-contradict-you/) [Seth Godin](https://sms4smile.com/quotes/author/seth-godin/) > [Experts don't know exactly where the boundaries of their expertise are.](https://sms4smile.com/quotes/daniel-kahneman/experts-don-t-know-exactly-where-the-boundaries-of-their-expertise-are/) [Daniel Kahneman](https://sms4smile.com/quotes/author/daniel-kahneman/) > [Business leaders should provide expertise in service of our country. My predecessors at GE have done so, as have leaders of many other great…](https://sms4smile.com/quotes/jeffrey-r-immelt/business-leaders-should-provide-expertise-in-service-of-our-country/) [Jeffrey R. Immelt](https://sms4smile.com/quotes/author/jeffrey-r-immelt/) > [Astrophysicists perfected navigation. We perfected all these things that matter to the power of nations manifest on the world stage. So we want to…](https://sms4smile.com/quotes/neil-degrasse-tyson/astrophysicists-perfected-navigation-we-perfected-all-these-things/) [Neil deGrasse Tyson](https://sms4smile.com/quotes/author/neil-degrasse-tyson/) > [There is no true expertise in the humanities without knowing all of the humanities. Art is a vast, ancient interconnected web-work, a fabricated tradition.…](https://sms4smile.com/quotes/camille-paglia/there-is-no-true-expertise-in-the-humanities-without-knowing-all-of/) [Camille Paglia](https://sms4smile.com/quotes/author/camille-paglia/) [Browse all 396 Expertise quotes ](https://sms4smile.com/quotes/about/expertise/) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "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 2: does it allow high quality feedback and therefore error-correction.", "creator": { "@type": "Person", "name": "Dominic Cummings" }, "isPartOf": { "@id": "https://sms4smile.com/quotes/#website" }, "url": "https://sms4smile.com/quotes/dominic-cummings/fundamental-to-real-expertise-is-1-whether-the-informational/", "about": { "@type": "Thing", "name": "Expertise" }, "@id": "https://sms4smile.com/quotes/dominic-cummings/fundamental-to-real-expertise-is-1-whether-the-informational/#quotation", "image": { "@type": "ImageObject", "@id": "https://sms4smile.com/quotes/i/c7f/dominic-cummings-5896_expertise_fundamental-to-real-expertise-is-1-wheth_109176.jpg", "contentUrl": "https://sms4smile.com/quotes/i/c7f/dominic-cummings-5896_expertise_fundamental-to-real-expertise-is-1-wheth_109176.jpg", "url": "https://sms4smile.com/quotes/i/c7f/dominic-cummings-5896_expertise_fundamental-to-real-expertise-is-1-wheth_109176.jpg", "width": 1080, "height": 1080, "caption": "“Fundamental to real expertise is 1: whether the informational structure of the environment is sufficiently…” — Dominic Cummings", "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": "Dominic Cummings", "item": "https://sms4smile.com/quotes/author/dominic-cummings/" }, { "@type": "ListItem", "position": 4, "name": "Fundamental to real expertise is 1:...", "item": "https://sms4smile.com/quotes/dominic-cummings/fundamental-to-real-expertise-is-1-whether-the-informational/" } ], "@id": "https://sms4smile.com/quotes/dominic-cummings/fundamental-to-real-expertise-is-1-whether-the-informational/#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 } } ] } ```