For an artificial agent to be morally praiseworthy, its rules for behaviour and the mechanisms for supplying those rules must not be supplied entirely by external humans. Such systems are a substantial departure from current technologies and theory, and are a low prospect. With foreseeable technologies, an artificial agent will carry zero responsibility for its behavior and humans will retain full responsibility.

All epistemic agents physically consist of parts that must somehow comprise an integrated cognitive self. Biological individuals consist of subunits (organs, cells, molecular networks) that are themselves complex and competent in their own context. How do coherent biological Individuals result from the activity of smaller sub-agents? To understand the evolution and function of metazoan bodies and minds, it is essential to conceptually explore the origin of multicellularity and the scaling of the basal cognition of individual cells into a coherent larger (...) organism. In this paper I synthesize ideas in cognitive science, evolutionary biology, and developmental physiology toward a hypothesis about the origin of Individuality: “Scale-Free Cognition”. I propose a fundamental definition of an Individual based on the ability to pursue goals at an appropriate level of scale and organization, and suggest a formalism for defining and comparing the cognitive capacities of highly diverse types of agents. Any Self is demarcated by a computational surface – the spatio-temporal boundary of events that it can measure, model, and try to affect. This surface sets a functional boundary - a cognitive “light cone” which defines the scale and limits of its cognition. I hypothesize that higher-level goal-directed activity and agency, resulting in larger cognitive boundaries, evolve from the primal homeostatic drive of living things to reduce stress – the difference between current conditions and life-optimal conditions. The mechanisms of developmental bioelectricity - the ability of all cells to form electrical networks that process information - suggests a plausible set of gradual evolutionary steps that naturally lead from physiological homeostasis in single cells to memory, prediction, and ultimately complex cognitive agents, via scale-up of the drive of infotaxis. Recent data on the molecular mechanisms of pre-neural bioelectricity suggest a model of how increasingly sophisticated cognitive functions emerge smoothly from cell-cell communication used to guide embryogenesis and regeneration. This set of hypotheses provides a novel perspective on numerous phenomena, such as cancer, and makes several unique, testable predictions for interdisciplinary research that have implications not only for evolutionary developmental biology but also for biomedicine and perhaps artificial intelligence and exobiology. (shrink)

1Center for the Philosophy of Nature and Science Studies, Blegdamsvej 17, DK-2100 Copenhagen, Denmark. Published pp. 117-124 in: Mark Bedeau, Phil Husbands, Tim Hutton, Sanjev Kumar and Hideaki Suzuki : Workshop and Tutorial Proceedings. Ninth International Conference on the Simulation and Synthesis of Living Systems.

§1. Overview. Philosophers and mathematicians have drawn lots of conclusions from Gödel's incompleteness theorems, and related results from mathematical logic. Languages, minds, and machines figure prominently in the discussion. Gödel's theorems surely tell us something about these important matters. But what?A descriptive title for this paper would be “Gödel, Lucas, Penrose, Turing, Feferman, Dummett, mechanism, optimism, reflection, and indefinite extensibility”. Adding “God and the Devil” would probably be redundant. Despite the breath-taking, whirlwind tour, I have the modest aim of forging (...) connections between different parts of this literature and clearing up some confusions, together with the less modest aim of not introducing any more confusions.I propose to focus on three spheres within the literature on incompleteness. The first, and primary, one concerns arguments that Gödel's theorem refutes the mechanistic thesis that the human mind is, or can be accurately modeled as, a digital computer or a Turing machine. The most famous instance is the much reprinted J. R. Lucas [18]. To summarize, suppose that a mechanist provides plans for a machine,M, and claims that the output ofMconsists of all and only the arithmetic truths that a human, or the totality of human mathematicians, will ever or can ever know. We assume that the output ofMis consistent. (shrink)

The study of human intelligence was once dominated by symbolic approaches, but over the last 30 years an alternative approach has arisen. Symbols and processes that operate on them are often seen today as approximate characterizations of the emergent consequences of sub- or nonsymbolic processes, and a wide range of constructs in cognitive science can be understood as emergents. These include representational constructs (units, structures, rules), architectural constructs (central executive, declarative memory), and developmental processes and outcomes (stages, sensitive periods, neurocognitive (...) modules, developmental disorders). The greatest achievements of human cognition may be largely emergent phenomena. It remains a challenge for the future to learn more about how these greatest achievements arise and to emulate them in artificial systems. (shrink)

The emergence of novelty in the realm of the living remains, despite the long tradition of evolutionary biology, unwelcome, calling for explanation by old, established knowledge. The prevailing neodarwinian evolutionary paradigm approaches living beings as passive outcomes of external (and extraneous, hence “blind”) formative forces. Many teachings opposing Darwinism also take the existence of eternal, immutable and external laws as a necessary prerequisite. Ironically enough, authors who oppose Darwinian theory, and admit that living beings possess a “self”, often accentuate internal, (...) ideal and eternal harmony,which is incompatible with historical changes; moreover such harmony is again imposed by external, atemporal “laws”. I describe here a third approach embodied by the names of two unrelated scholars, Stuart Kauffman (biology, physics) and Juri Lotman (semiotics, culturology). Their approach suggests thatthe evolution of organisms, minds, cultures — is a continuous negotiation (semiosis) of ‘laws’, driving to ever broader spaces of freedom and constantly larger autonomy of existence. (shrink)

Jim Mackenzie; Authority, Journal of Philosophy of Education, Volume 22, Issue 1, 30 May 2006, Pages 57–65, https://doi.org/10.1111/j.1467-9752.1988.tb00177.x.

According to standard mathematical platonism, mathematical entities (numbers, sets, etc.) are abstract entities. As such, they lack causal powers and spatio-temporal location. Platonists owe us an account of how we acquire knowledge of this inaccessible mathematical realm. Some recent versions of mathematical platonism postulate a plenitude of mathematical entities, and Mark Balaguer has argued that, given the existence of such a plenitude, the attainment of mathematical knowledge is rendered non-problematic. I assess his epistemology for such a profligate platonism and find (...) it unsatisfactory because it lacks an adequate semantics, in particular, an adequate account of reference. (shrink)

Jim Mackenzie; Evers & Walker and Forms of Knowledge, Journal of Philosophy of Education, Volume 19, Issue 2, 30 May 2006, Pages 199–209, https://doi.org/10.

What cognitive mechanisms do people use to represent other people's mental states? Do children who have difficulty processing other people's higher-level mental states such as beliefs also have difficulty processing higher-level non-mental representations such as meta-photographs? See the preprint here or find the final version in print or on the journal website.

This essay offers two novel thinking-modes, “body thinking” and “story thinking,” both intrinsically interrelated, as alternative reasoning to usual analytical logic, and claims that they facilitate understanding “religion” as our ultimate living in the Beyond. Thus body thinking, story thinking, and religion naturally gather into a threefold thinking synonymy. This essay adumbrates in story-thinking way this synonymy in four theme-stages, one, appreciating body thinking primal at our root, to, two, go through story-thinking that expresses body thinking to catalyze religion, to, (...) three, reach religious living in holistic nisus to the Beyond. But then, four, religion is surprisingly harder than expected; we require a strange adult detour to come back home to body thinking in story thinking. These four themes are body-thought through many stories, some of which are argumentative. Thus this essay itself body thinks in story thinking. (shrink)

Although most scholars trace the Liar Paradox to Plato’s contemporary, Eubulides, the paper argues that Plato builds something very like the Liar Paradox into the very structure of his dialogues with significant consequences for understanding his views. After a preliminary exposition of the liar paradox it is argued that Plato builds this paradox into the formulation of many of his central doctrines, including the “Divided Line” and the “Allegory of the Cave” and the “Ladder of Love”. Thus, Plato may have (...) been the first to formulate the view that Graham Priest calls dialetheism, roughly, the view that some contradictions are, in an illuminating way, inescapable and true. The paper argues that Plato builds this Liar paradox into the formulation of his signature views because he holds that the attempt by finite human beings to theorize about transcendent realities results in the simultaneous necessity, and impossibility, of transgressing the limits of language—leading to the paradoxes. Finally, it is argued that the existence of these paradoxes in these Platonic doctrines is the direct result of an intrinsic hermeneutical circle in Plato’s aforementioned signature views. (shrink)

John Dewey viewed philosophy as an intelligent means of realizing change, emphasizing the ubiquity of process, context and relations. The revolution in Organizational Behavior known as Process Re-engineering (PR) is an approach to organizational thinking recognizing the importance of process, context and relations at all levels of organizational activity. Because Dewey’s philosophy affords primacy to process and change, context and relations, it is fundamentally aligned with PR. Compelling connections between PR and Dewey’s philosophy are established concerning primacy of process, importance (...) of context, inquiry as experimental, value dimensions of outcomes, work as a means to self-realization, and increasing recognition of the future as an open possibility. While Dewey’s philosophy and PR stand as examples of intelligent understanding and reconstruction of process, recent developments in formal systems ontology point to dangerous consequences resulting from an eclipse of the material conditions of experience through the imposition of a formal architectonic. (shrink)

In this paper I discuss possible ways of measuring the power of arithmetical theories, and the possiblity of making an explication in Carnap's sense of this concept. Chaitin formulates several suggestions how to construct measures, and these suggestions are reviewed together with some new and old critical arguments. I also briefly review a measure I have designed together with some shortcomings of this measure. The conclusion of the paper is that it is not possible to formulate an explication of the (...) concept. (shrink)

We examine the question of whether scientific theories can ever be complete. For two closely related reasons, we will argue that they cannot. The first reason is the inability to determine what are “valid empirical observations”, a result that is based on a self-reference Gödel/Tarski-like proof. The second reason is the existence of “meta-empirical” evidence of the inherent incompleteness of observations. These reasons, along with theoretical incompleteness, are intimately connected to the notion of belief and to theses within the philosophy (...) of science: the Quine-Duhem (and underdetermination) thesis and the observational/theoretical distinction failure. Some puzzling aspects of the philosophical theses will become clearer in light of these connections. Other results that follow are: no absolute measure of the informational content of empirical data, no absolute measure of the entropy of physical systems, and no complete computer simulation of the natural world are possible. The connections with the mathematical theorems of Gödel and Tarski reveal the existence of other connections between scientific and mathematical incompleteness: computational irreducibility, complexity, infinity, arbitrariness and self-reference. Finally, suggestions will be offered of where a more rigorous (or formal) “proof” of scientific incompleteness can be found. (shrink)

People's vision of world phenomena is still based on the traditional mechanistic concept, which implies that process outcomes can be fully predicted and controlled. The new scientific concept that our world is characterized by complex, self-organizing processes, is so far acknowledged by few insiders. Mass media, advertising companies and information programmes tend to emphasize the success of technology, which significantly contributes to support and spread that mechanistic concept. This situation heavily impacts the management of the environment both in terms of (...) its technical–scientific approach and in terms of its stewardship. Instead of being solved, environmental problems are frequently shifted through time and space, and eventually magnified. Moreover, among the technicians involved in environmental assessments, as well as decision-makers and the general public, the connections regarding technical–scientific issues, ethical values and policy decisions are often not adequately considered. It's time for a public debate on an alternative vision of real-world phenomena and on its actual implications. The hope is that a valid dialogue between existing polarized views on science, technology and the environment may lead to more positive collaboration between science and environmental stewardship, where every single citizen feels committed. (shrink)

Keywords: climate change, integrated assessment, knowledge integration, transdisciplinary research, vulnerability, vulnerability assessment. This thesis explores how transdisciplinary knowledge integration can be facilitated in the context of integrated assessments and vulnerability assessments of climate change. Even though knowledge integration is fundamental in such transdisciplinary assessments, the actual process of integrating knowledge is rarely addressed explicitly and methodically. Here, knowledge integration is conceptualised into the subsequent phases of the elaboration of a shared language and the design of a methodology. Three devices for (...) facilitating knowledge integration are put forward: 1. semantic ascent or the shift from speaking in a language to speaking in a meta-language about the former, 2. formalisation or the translation of statements made in ordinary or technical language into a formal language, and 3. knowledge integration methods, which are methods that provide a meta-language for speaking about the knowledge to be integrated and organise the process of integration. Four cases of knowledge integration are presented. First, the general problem of methodology design is addressed and a graphical framework for representing methodologies is presented. Second, the problem of developing a shared language for speaking about vulnerability to climate change is addressed. A formal mathematical framework of vulnerability and related concepts is presented. Third, a special case of methodology design, the integration of computer models in the context of modular integrated assessment modelling is addressed. A modular approach developed in the PIAM project is presented. Fourth, the integration of computer models, this time in the context of a global assessment of coastal vulnerability to sea-level rise, is addressed. A knowledge integration method, which was developed and applied in the DINAS-COAST project, is presented. These cases show that semantic ascent is a useful device in those cases in which it is difficult to directly elaborate a shared language at the beginning of the assessment. Formalisation can contribute to the elaboration of a shared language in those cases in which concepts overlap non trivially in their meanings. More emphasis should be placed on the development and application of iterative knowledge integration methods as iteration is crucial in order to benefit from the mutual learning during the course of the assessment. (shrink)