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Artificial Intelligence (AI)

AI drives the Fourth Industrial Revolution by enabling smart factories, predictive analytics, autonomous systems, and faster, data-driven decisions.

Intelligent Digital Twins and the DIKW Pyramid

November 1, 2025February 4, 2024 by Mike Kalil
Intelligent Digital Twins and the DIKW Pyramid

Michael Grieves, recognized for pioneering the concept of digital twins, critiques the traditional model for going from data to wisdom in a new preprint article published on Preprints.org.

Legends of Systems Thinking

November 3, 2025January 28, 2024 by Mike Kalil
Exploring the pioneers of systems thinking

Exploring the pioneers of systems thinking as we know it.

The DoD’s Bold New Digital Engineering Directive: 5000.97

November 1, 2025January 23, 2024 by Mike Kalil
DoD Model-based Digital Engineering Directive

DoDI 5000.97, issued on December 21, 2023, is a significant shift in the DoD’s approach to system development.

When Manufacturing Got a Brain: Industry 4.0 at Hannover Messe 2011

May 3, 2026January 20, 2024 by Mike Kalil
When Manufacturing Got a Brain: Industry 4.0 at Hannover Messe 2011

History was made at the Hannover Messe 2011 in Germany with the public introduction of the term “Industry 4.0.”

Ludwig von Bertalanffy on General Systems Theory

May 3, 2026January 7, 2024 by Mike Kalil
𝐋𝐮𝐝𝐰𝐢𝐠 𝐯𝐨𝐧 𝐁𝐞𝐫𝐭𝐚𝐥𝐚𝐧𝐟𝐟𝐲 𝐨𝐧 𝐆𝐞𝐧𝐞𝐫𝐚𝐥 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 𝐓𝐡𝐞𝐨𝐫𝐲

Ludwig von Bertalanffy (1901-1972) was an Austrian biologist who is best known for his work developing General Systems Theory.

MES Standards for Smarter Manufacturing

November 1, 2025January 5, 2024 by Mike Kalil
MESA Model for Smarter Manufacturing Explainer

The framework ties three main concepts together: Lifecycles, Cross-Lifecycle Threads, and Enabling Technologies.

The Coming Technological Singularity: How to Survive the Post-Human Era [30 Year Assessment]

November 1, 2025December 30, 2023 by Mike Kalil
The Coming Technological Singularity Concept Illustration

This 1993 paper by Vernor Vinge, retrieved from the NASA Technical Reports Server, makes bold predictions about the state of technology today.

Digital Twins on Mars: The Perseverance Rover Story

November 1, 2025December 25, 2023 by Mike Kalil
Digital Twins on Mars: Perseverance Rover Explainer

Digital twin technology has been instrumental to enhancing the efficiency of NASA’s Mars rover projects.

Expert Predictions for Digital Manufacturing in 2024

November 1, 2025December 23, 2023 by Mike Kalil
2024 Digital Manufacturing Predictions

The following is an assortment of expert predictions about digital manufacturing in 2024.

History Lesson: Industry 4.0 [Visual Explainer]

November 1, 2025November 23, 2023 by Mike Kalil
History of Industry 4.0 Explainer

Industry 4.0, or the Fourth Industrial Revolution, is the era of integrating intelligent digital technologies into industrial processes at scale.

Industry 5.0 Jobs Report: 2030 Edition

May 3, 2026November 17, 2023 by Mike Kalil
Jobs of the Future in Industry 5.0

Of course no one really knows what job titles will be the most in demand in the not-so-distant future, but it’s fun to speculate.

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