Blog Archives

AI Through a Systems Lens: Solutions and Illusions

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 these models function using probabilistic text generation rather than genuine understanding, operating as stateless engines that rely on a context window to mimic memory. This structural design leads to significant … Continue reading

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The Natureology Hallucination

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 study of the natural world” and detailed how it would function across every perspective, such … Continue reading

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Book Review: How to Design Programs: Systematic Computing and Design Principles

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 series of teaching languages specifically crafted to provide clear feedback to beginners. Students learn to manipulate various forms of data, including numbers, strings, and images, … Continue reading

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Book Review: Bilingual Messianic Passover Haggadah

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 symbolic foods found on the Seder plate. It utilizes scriptural readings from both the Old and New Testaments to connect the exodus from Egypt to the life and sacrifice of Jesus. Written in both English and Chinese, the … Continue reading

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Mission Engineering, a Return to the Original Systems Engineering Analytical Paradigm?

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 success. By utilizing digital engineering tools and quantitative modeling, the guide helps practitioners identify capability gaps and inform high-level investment and acquisition decisions. The process is highly iterative, moving from … Continue reading

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