Blog Archives

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 underlying structures and patterns which exist beneath surface-level events—frequently illustrated through the iceberg analogy—individuals can identify the root causes of dysfunction. The book details … Continue reading →

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 essays, the source explains how mankind and nature both function as organizers, utilizing mechanisms such as equilibrium, selection, and structural stability. The … Continue reading →

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 systems regardless of their specific domain. It encourages professionals to adopt holistic thinking to solve modern global dilemmas, such as the climate and energy crises, by applying lessons … Continue reading →

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 and manage linguistic nuances such as spelling errors. The team clarify that AI “memory” is actually a process where the entire conversation history is re-read … Continue reading →

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 complex phenomena ranging from physical sciences to human history and sociology. By applying the principle of causality, the material demonstrates how to quantify diverse topics such as economic … Continue reading →