{"id":9075,"date":"2025-12-13T07:02:24","date_gmt":"2025-12-13T07:02:24","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/12\/13\/the-power-of-decentralization\/"},"modified":"2025-12-13T07:02:24","modified_gmt":"2025-12-13T07:02:24","slug":"the-power-of-decentralization","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/12\/13\/the-power-of-decentralization\/","title":{"rendered":"Decentralized Computation: The Hidden Principle Behind Deep Learning"},"content":{"rendered":"<p>    Decentralized Computation: The Hidden Principle Behind Deep Learning<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>Most breakthroughs in deep learning \u2014 from simple neural networks to large language models \u2014 are built upon a principle that is much older than AI itself: decentralization. Instead of relying on a powerful \u201ccentral planner\u201d coordinating and commanding the behaviors of other components, modern deep-learning-based AI models succeed because many simple units interact locally [\u2026]<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/the-power-of-decentralization\/\">Decentralized Computation: The Hidden Principle Behind Deep Learning<\/a> appeared first on <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Xiaocong Yang<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/the-power-of-decentralization\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Decentralized Computation: The Hidden Principle Behind Deep Learning Most breakthroughs in deep learning \u2014 from simple neural networks to large language models \u2014 are built upon a principle that is much older than AI itself: decentralization. Instead of relying on a powerful \u201ccentral planner\u201d coordinating and commanding the behaviors of other components, modern deep-learning-based AI [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[678,62,69,174,4417,88,70,1647],"tags":[4,199,426],"class_list":["post-9075","post","type-post","status-publish","format-standard","hentry","category-agentic-ai","category-aimldsaimlds","category-artificial-intelligence","category-complex-systems","category-decentralization","category-deep-learning","category-machine-learning","category-multi-agent-systems","tag-deep","tag-learning","tag-principle"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9075"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=9075"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9075\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=9075"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=9075"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=9075"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}