Biological evolution provides a creative fount of complex and subtle adaptations, often surprising the scientists who discover them. However, because evolution is an algorithmic process that transcends the substrate in which it occurs, evolution’s creativity is not limited to nature. Indeed, many researchers in the field of digital evolution have observed their evolving algorithms and organisms subverting their intentions, exposing unrecognized bugs in their code, producing unexpected adaptations, or exhibiting outcomes uncannily convergent with ones in nature. Such stories routinely reveal (...) creativity by evolution in these digital worlds, but they rarely fit into the standard scientific narrative. Instead they are often treated as mere obstacles to be overcome, rather than results that warrant study in their own right. The stories themselves are traded among researchers through oral tradition, but that mode of information transmission is inefficient and prone to error and outright loss. Moreover, the fact that these stories tend to be shared only among practitioners means that many natural scientists do not realize how interesting and lifelike digital organisms are and how natural their evolution can be. To our knowledge, no collection of such anecdotes has been published before. This paper is the crowd-sourced product of researchers in the fields of artificial life and evolutionary computation who have provided first-hand accounts of such cases. It thus serves as a written, fact-checked collection of scientifically important and even entertaining stories. In doing so we also present here substantial evidence that the existence and importance of evolutionary surprises extends beyond the natural world, and may indeed be a universal property of all complex evolving systems. (shrink)

Contrary to our conception of logic and science, our reality of life doesn’t shy at paradoxes which are rather omnipresent there. In fact they are to be found everywhere and are not understood as faults. Paradoxes are seen as stimulating; they attract our attention and make as laugh about the conditio humana.The book starts with a collection of paradoxical quotes from antiquity, followed in the central part by a survey of numerous examples ordered by spheres of life. This will show (...) the broad dissemination of the phenomenon of paradox. Furthermore some examples taken from literature are to follow, not to forget jocular samples.Finally the question is raised if and within which limits paradoxes can be used in a sensible way. (shrink)

This book argues for evolutionary epistemology and distinguishing functionality from physicality in the social sciences. It explores the implications for this approach to understanding in biology, economics, psychology and political science. Presenting a comprehensive overview of philosophical topics in the social sciences, the book emphasizes how all human cognition and behavior is characterized by functionality and complexity, and thus cannot be explained by the point predictions and exact laws found in the physical sciences. Realms of functional complexity – such as (...) the market order in economics, the social rules of conduct, and the human CNS – require a focus on explanations of the principles involved rather than predicting exact outcomes. This requires study of the historical context to understand behavior and cognition. This approach notes that functional complexity is central to classical liberal ideas such as division of labour and knowledge, and how this is a far more powerful and adequate account of social organization than central planning. Through comparison of these approaches, as well as its interdisciplinary scope, this book will interest both academics and students in philosophy, biology, economics, psychology and all other social sciences. (shrink)

This article draws attention to a pattern of development within science and other intellectual research communities that has received virtually no mention. We propose that subsequent dominance of a research community by a figure responsible for significant innovation often delays progress in the field. During the period in which the revolutionary continues to influence research in a community, far too frequently the effect is to freeze progress within the limited directions which the revolutionary sanctions.