Version 1
: Received: 22 January 2024 / Approved: 23 January 2024 / Online: 23 January 2024 (06:55:31 CET)
How to cite:
Lawless, W.F. Time, Entropy and Shannon Information: Toward the Evolution of Autonomous Human-Machine Teams. Preprints2024, 2024011653. https://doi.org/10.20944/preprints202401.1653.v1
Lawless, W.F. Time, Entropy and Shannon Information: Toward the Evolution of Autonomous Human-Machine Teams. Preprints 2024, 2024011653. https://doi.org/10.20944/preprints202401.1653.v1
Lawless, W.F. Time, Entropy and Shannon Information: Toward the Evolution of Autonomous Human-Machine Teams. Preprints2024, 2024011653. https://doi.org/10.20944/preprints202401.1653.v1
APA Style
Lawless, W.F. (2024). Time, Entropy and Shannon Information: Toward the Evolution of Autonomous Human-Machine Teams. Preprints. https://doi.org/10.20944/preprints202401.1653.v1
Chicago/Turabian Style
Lawless, W.F. 2024 "Time, Entropy and Shannon Information: Toward the Evolution of Autonomous Human-Machine Teams" Preprints. https://doi.org/10.20944/preprints202401.1653.v1
Abstract
We review our theory of interdependence applied to autonomous human-machine teams, with which we have made several generalizations based on theory that have led to new discoveries, compared to social science which is struggling to break free of its validation crisis, but also has no generalizations to new discoveries with human teams, let alone to human-machine teams. In this invited article, based around the stability of a team, of our discoveries, we review the uncertainty between a team's structure and its performance, our first finding. We generalize that finding to deception, vulnerability, innovation and fittedness. From there, our next generalization is to the quantum likeness of interdependence and quantum mechanics; we move on to Shannon holes, knowledge, and conclude with the value of debate and the need for boundaries to contain debate, to reduce interference, and to protect states of interdependence. After the introduction, we extend our model in Section 2 to energy and time, and we close with a brief review of innovation and future plans.
Keywords
Stability; interdependence; tradeoffs; uncertainty; evolution; time; entropy; available energy; innovation
Subject
Computer Science and Mathematics, Robotics
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
