https://luvcompile.blog/tags/system-theory/ Recent content in System Theory on ⅃umaeon 博客 Hugo -- gohugo.io ⅃umaeon all rights reserved Sat, 11 Apr 2026 02:51:43 +0800 https://luvcompile.blog/post/article/2026-04-11-intelligence-loop/ Sat, 11 Apr 2026 02:51:43 +0800 https://luvcompile.blog/post/article/2026-04-11-intelligence-loop/ Moving beyond the input-output pipeline. A study on the structural necessity of feedback loops in AI. This post analyzes why closing the loop changes the nature of failure—leading to "bad attractors" where systems stabilize around error—and defines the shift from representation to selection in cognitive architectures.