# The World Mind Needs Knowledge Humans and Machines Can Share by W. Daniel Hillis > "The collective perception of the world mind is also relatively well developed. The most important recent innovations have been search and recommendation engines, which combine the inputs of humans with machine algorithms to produce a useful result. This is another area where scale helps. Many eyes and many judgments are combined into a collective perception that is beyond the scope of any individual. The weak point is that the result of all this collective perception is just a recommendation list. For the world mind to truly perceive, it will need a way of sharing more general forms of knowledge, in a format that can be understood by both humans and machines. Various new companies are beginning to do just that." > **— W. Daniel Hillis**, *2009, Edge Annual Question, “What Will Change Everything?”* ## Sources and Context - **Direct Edge response and surrounding essay:** [A FOREBRAIN FOR THE WORLD MIND](https://www.edge.org/response-detail/11376) — Edge published this passage in its 2009 Annual Question collection, *What Will Change Everything?*. The full response preserves the qualifications and argument surrounding this exact extract. - **Complete local collection index:** [[research/Edge 2009 Full Quotation Curation|Edge 2009 Full Quotation Curation]] — retained source-first archive record for the complete yearly response cohort. ## Related Articles and Collections - **Collection:** [[collections/Edge|Edge]] - **Collection:** [[collections/Consciousness Continuity|Consciousness Continuity]] - **Collection:** [[collections/Machine Succession|Machine Succession]] - **Article:** [[articles/STEVE|STEVE]] - **Article:** [[articles/The Art is Long|The Art is Long]] - **Article:** [[articles/The Architecture of Continuity and Emerging Neuroinformatics Standards|Neuroinformatics Standards]] - **Wiki map:** [[wiki/Knowledge Graph|Knowledge Graph]] ## Related Topics - [[wiki/Collective Intelligence|Collective Intelligence]] - [[wiki/Coordination Substrate|Coordination Substrate]] - [[wiki/Complex Systems|Complex Systems]] - [[wiki/Cognitive Exteriorization|Cognitive Exteriorization]] ## Share on Social Media ``` "The collective perception of the world mind is also relatively well developed. The most important recent innovations have been search and recommendation engines, which combine the inputs of humans with machine algorithms to produce a useful result. This is another area where scale helps. Many eyes and many judgments are combined into a collective perception that is beyond the scope of any individual. The weak point is that the result of all this collective perception is just a recommendation list. For the world mind to truly perceive, it will need a way of sharing more general forms of knowledge, in a format that can be understood by both humans and machines. Various new companies are beginning to do just that." — W. Daniel Hillis, 2009, Edge Annual Question, “What Will Change Everything?” https://bryantmcgill.com/simple-reminders-daniel-hillis-world-mind-shared-knowledge ```