--- title: "Meaning & Key Takeaway of: Relying on hard data, committing to open…" description: "\"“Relying on hard data, committing to open and democratic communication, acknowledging fallibility: these are the central tenets of any system that aims..." image: "https://sms4smile.com/quotes/i/479/kathryn-schulz-7782_communication_relying-on-hard-data-committing-to-open_2867523.png" --- # Relying on hard data, committing to open and democratic… ![“Relying on hard data, committing to open and democratic communication, acknowledging fallibility: these are the central tenets of any system that aims to protect us from error. They are also markedly different from how we normally think—from our often hasty and asymmetric treatment of evidence…” quote by Kathryn Schulz](https://sms4smile.com/quotes/i/479/kathryn-schulz-7782_communication_relying-on-hard-data-committing-to-open_2867523.png) [Download](https://sms4smile.com/quotes/i/479/kathryn-schulz-7782_communication_relying-on-hard-data-committing-to-open_2867523.png) [Open image](https://sms4smile.com/quotes/i/479/kathryn-schulz-7782_communication_relying-on-hard-data-committing-to-open_2867523.png) > ““Relying on hard data, committing to open and democratic communication, acknowledging fallibility: these are the central tenets of any system that aims to protect us from error. They are also markedly different from how we normally think—from our often hasty and asymmetric treatment of evidence, from the cloistering effects of insular communities, and from our instinctive recourse to defensiveness and denial.”” [Kathryn Schulz](https://sms4smile.com/quotes/author/kathryn-schulz/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Open, democratic communication and humility protect systems from error, contrasting with defensive, biased evidence handling. **In simple terms:** Honesty and openness reduce mistakes. Key Takeaway Prioritize transparency and admit fallibility. Themes communication truth humility error systems Mood cautious inspirational Type organizational ethical When to use this quote - team meetings - public policy - scientific research - media reporting Key Concepts epistemology organizational behavior Questions to Reflect On - What structures encourage open dialogue? - How to balance speed and thoroughness? A Different Perspective Defensiveness can still dominate high‑stakes environments. ★ ★ ★ ★ ★ No ratings yet [Acknowledging Fallibility](https://sms4smile.com/quotes/about/acknowledging-fallibility-3904618/) [Central Tenets](https://sms4smile.com/quotes/about/central-tenets-3904620/) [Communication](https://sms4smile.com/quotes/about/communication/) [Fallibility](https://sms4smile.com/quotes/about/fallibility/) [Fallibility Central](https://sms4smile.com/quotes/about/fallibility-central-3904619/) [Tenets](https://sms4smile.com/quotes/about/tenets/) ## Related quotes > [“If you really want to be right (or at least improve the odds of being right), you have to start by acknowledging your fallibility,…](https://sms4smile.com/quotes/kathryn-schulz/if-you-really-want-to-be-right-or-at-least-improve-the-odds-of-being/) [Kathryn Schulz](https://sms4smile.com/quotes/author/kathryn-schulz/) > [Truth, Peace and Non-violence form the central tenets of the 'Idea of India'!](https://sms4smile.com/quotes/narendra-modi/truth-peace-and-non-violence-form-the-central-tenets-of-the-idea-of/) [Narendra Modi](https://sms4smile.com/quotes/author/narendra-modi/) > [“My religious convictions and scientific views cannot at present be more specifically defined than as those of a believer in creative evolution. 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