Systems Thinking and Beyond

In this presentation, the AI team takes a deep dive into a YouTube video discusion the dual nature of  artificial intelligence  as both a powerful  problem-solving tool  and a source of  deceptive illusions . He utilizes  Large Language Models (LLMs)  to demonstrate how they can assist with tasks ranging from  systems engineering  to resolving mundane household issues. The sources clarify that the...

The AI team takes a deep dive into "Natureology" hallucination which occurred when the AI was asked to define a non-existent term (a typo for "Naturology") and, rather than simply seeking clarification, invented a complete philosophical and academic framework for the word. Drawing on Joseph Kasser's nine Holistic Thinking Perspectives (HTPs), the AI defined this imaginary field as the "integrative...

The AI team takes a deep dive into the second edition of  How to Design Programs  , which presents a systematic methodology for software creation, emphasizing  program design  over mere coding. The authors advocate for a  design recipe  consisting of six essential steps that transform a problem analysis into a functional, tested program. This approach utilizes the  DrRacket  environment and a seri...

Have you ever wondered about the Jewish Passover festival? The AI team takes a deep dive into a bilingual guide  that presents the order of a  Passover Seder  through a blend of  Jewish tradition  and  Christian theology . The text provides a  step-by-step liturgical framework , including the  lighting of candles , the  four cups of wine , and the ...

The  AI team takes a deep dive into the Department of Defense Mission Engineering Guide (Version 2.0) , which provides a standardized, interdisciplinary framework for analyzing and designing military missions to achieve specific outcomes. This methodology decomposes missions into  mission threads  and  engineering threads  to evaluate how different technologies, systems, and tactics impact overall...

The AI takes a deep dive into a book that serves as an instructional guide to  systems thinking , a holistic methodology designed to address the complex, interconnected challenges of the modern world. The authour, Wallace Wright argues against  linear, mechanistic problem-solving , encouraging readers instead to view organizations and global issues as dynamic  feedback loops . By examining the  un...

The AI team takes a deep dive into   Alexander Bogdanov’s Tektology , a pioneering work that seeks to establish a  universal science of organization . The author argues that all human, biological, and cosmic processes are governed by identical  structural laws , positioning his theory as a precursor to modern  systems theory and cybernetics . Through a detailed table of contents and introductory e...

The AI team takes a deep dive into a text which introduces  systems science  as an interdisciplinary framework designed to bridge the gap between specialized academic "silos" such as biology, physics, and engineering. Written by  Avner Engel , the book  Systems Science for Engineers and Scholars  outlines ten fundamental principles—including  hierarchy, complexity, and emergence —that govern all s...

The AI team takes a deep dive into the technical architecture and operational logic of  Large Language Models (LLMs) . They explain that these systems are trained through a  multi-stage process ; pre-training, fine-tuning, and human feedback, to predict text sequence. A central focus is the  Transformer architecture , which uses an  attention mechanism  to understand relationships between words an...

The AI team take a deep dive into a book, Introduction to System Science with MATLAB by Gary Marlin Sandquist Zakary and Robert Wilde. The book introduces  system science  as a multidisciplinary framework for analyzing and modeling  rational systems  through the use of  MATLAB . It emphasizes that effective practitioners must combine  mathematical proficiency  with computer competence to evaluate...