Really Useful Engines

Continued from Part 1:

What is Entropy? – Part 1

1. The Grammar of Entropy
2. Algorithmic Information Theories of Life
   1. Life as a Demon: The Cost of Information
   2. The Algorithm of Survival
   3. Coding for Diversity
   4. Life-Forms Must Be Efficient
3. The Mathematics of Efficiency
4. Universal Really Useful Engines
5. Compossibility: The Thermodynamic Case for Diversity
   1. The Ethics of Aliens
   2. Does Time Stop for A Sufficiently Knowing Being?
   3. The Final Cycle
6. Footnotes

The Grammar of Entropy

“**But entropy, heat, past and future are qualities that belong not to the fundamental grammar of the world but to our superficial observation of it. ‘If I observe the microscopic state of things,’ writes Rovelli, ‘then the difference between past and future vanishes … in the elementary grammar of things, there is no distinction between “cause” and “effect””**1

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“you cannot step into the same river, for fresh waters are ever flowing"1

Entropy is a fundamental concept representing change and flow in the universe. It reflects the transformation of usable energy and the complexity of information uncertainty navigated by life-forms.

In a recent article on inequality I incorporated the concept of entropy, so it seemed worthwhile explaining this much misunderstood concept:

This article has been created using a new public AI Notebook:

Climate Change, Ecological Disaster and Civilisational Risks

The Notebook features a range of key scientific and cultural sources. The complexity of these issues and depth of the data lends itself to a publicly available database for people to conduct their own queries. I hope it is useful, particularly for a new generation more interested in solving the problems we face than getting rich whilst watching the world burn.