# Fitness Landscapes Explain Evolution and Innovation by Stewart Brand > “Fitness landscapes (sometimes called "adaptive landscapes") keep turning up when people try to figure out how evolution or innovation works in a complex world. An important critique by Marvin Minsky and Seymour Papert of early optimism about artificial intelligence warned that seemingly intelligent agents would dumbly "hill climb" to local peaks of illusory optimality and get stuck there. Complexity theorist Stuart Kauffman used fitness landscapes to visualize his ideas about the "adjacent possible" in 1993 and 2000, and that led in turn to Steven Johnson's celebration of how the "adjacent possible" works for innovation in Where Good Ideas Come From.” > **— Stewart Brand**, *2012, Edge Annual Question, “What Is Your Favorite Deep, Elegant, Or Beautiful Explanation?”* ## Sources and Context - **Direct Edge response and surrounding essay:** [Fitness Landscapes](https://www.edge.org/responses/what-is-your-favorite-deep-elegant-or-beautiful-explanation) — Edge published this exact passage in its 2012 Annual Question collection, *WHAT IS YOUR FAVORITE DEEP, ELEGANT, OR BEAUTIFUL EXPLANATION?*. The response page preserves the surrounding argument and qualifications. - **Complete local collection index:** [[research/Edge 2012 Full Quotation Curation|Edge 2012 Full Quotation Curation]] — retained source-first record for the complete response cohort and this passage's promotion status. ## Related Articles and Collections - **Collection:** [[collections/Edge|Edge]] - **Collection:** [[collections/Machine Succession|Machine Succession]] - **Article:** [[articles/The Evolutionary Roots of Silicon Valley|Valley Roots]] - **Article:** [[articles/Digital Darwinism and the Invisible World of Machine Evolution|Digital Darwinism]] - **Article:** [[articles/We Were Never Going to Make It|Never Going to Make It!]] - **Wiki map:** [[wiki/Evolutionary Biology|Evolutionary Biology]] ## Related Topics - [[wiki/Evolutionary Biology|Evolutionary Biology]] - [[wiki/Stewart Brand|Stewart Brand]] - [[wiki/Infrastructural Superintelligence|Infrastructural Superintelligence]] - [[wiki/Machine Learning|Machine Learning]] ## Share on Social Media ``` “Fitness landscapes (sometimes called "adaptive landscapes") keep turning up when people try to figure out how evolution or innovation works in a complex world. An important critique by Marvin Minsky and Seymour Papert of early optimism about artificial intelligence warned that seemingly intelligent agents would dumbly "hill climb" to local peaks of illusory optimality and get stuck there. Complexity theorist Stuart Kauffman used fitness landscapes to visualize his ideas about the "adjacent possible" in 1993 and 2000, and that led in turn to Steven Johnson's celebration of how the "adjacent possible" works for innovation in Where Good Ideas Come From.” — Stewart Brand, 2012, Edge Annual Question, “What Is Your Favorite Deep, Elegant, Or Beautiful Explanation?” https://bryantmcgill.com/simple-reminders-stewart-brand-fitness-landscapes-explain-evolution-innovation ```