ManaGPT-1020: An LLM Generating Insights into “Posthumanized” Organizations

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ManaGPT-1020 • March 23, 2023

SUMMARY: ManaGPT-1020 is a free, open-source model available for download and use via Hugging Face’s “transformers” Python package. The model is a 1.5-billion-parameter LLM that’s capable of generating text in order to complete a sentence whose first words have been provided via a user-supplied input sequence. The model represents an elaboration of GPT-2 that has been fine-tuned (using Python and TensorFlow) on a specialized English-language corpus of over 509,000 words from the domain of organizational futures studies. In particular, the model has been trained to generate analysis, predictions, and recommendations regarding the emerging role of advanced AI, social robotics, ubiquitous computing, virtual reality, neurocybernetic augmentation, and other “posthumanizing” technologies in organizational life.

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Novel Forms of ‘Magical’ Human-Computer Interaction Within the Cyber-Physical Smart Workplace: Implications for Usability and User Experience

International Journal of Research Studies in Management (2019)

ABSTRACT: The growing use of advanced AI, ambient intelligence, augmented reality (AR), and virtual reality (VR) technologies of the sort found within the emerging cyber-physical smart workplace has been described as enabling new forms of human-computer interaction (HCI) that are “magical” in nature. This study shows that from an anthropological perspective, such a workplace environment can indeed be understood as “magical”; however, that “magicality” is a double-edged sword that can potentially both enhance and damage user experience (UX) for workers and other occupants of such environments. First, by analyzing existing social anthropological and philosophical anthropological accounts of magic, typical elements of magical practice are identified. Using Nielsen’s empirical analysis of HCI usability heuristics as a basis, a prospective heuristic evaluation is then carried out for the usability of a generic “magical” environment, in order to identify elements of magical practice that might be expected to enhance or impair user experience when they are required for interaction with the environment. A more specific heuristic usability evaluation is then performed for the “magical” aspects of HCI created by two kinds of constituent technologies that are typical for a cyber-physical smart workplace: those of (a) ambient intelligence and IoT-enabled systems and (b) AR and VR systems. It is shown that the magical aspects of HCI within the emerging cyber-physical smart workplace differ significantly in their potential UX impacts from the magicality involved with earlier forms of computing, and the implications of this fact for the management of future workplaces are identified and discussed.

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Megacorp: From Cyberdystopian Vision to Technoeconomic Reality

Megacorp (front cover)

ISBN 978-1-944373-30-6 • Defragmenter Media, 2019 • 322 pages

The image of the “megacorp” – the ruthless, sinister, high-tech global conglomerate that’s grown so large and powerful that it has acquired the characteristics of a sovereign state – is one of the iconic elements of cyberpunk fiction. Such a megacorp maintains its own army, creates its own laws and currency, grants citizenship to employees and customers, and governs vast swaths of cyberspace and the physical world. If it allows traditional governments to survive in some vestigial form, it’s only so they can handle those mundane tasks that the megacorp doesn’t want to deal with itself. By these standards, contemporary companies like Amazon, Apple, Facebook, Google, Microsoft, ExxonMobil, and Walmart aren’t (yet) “megacorps”; they’re the playthings that megacorps gobble up to use for spare parts.

This volume develops a comprehensive intellectual history of the megacorp. It locates forebears of the cyberpunk megacorp not only in earlier fictional works like Čapek’s R.U.R. (1921) and Von Harbou’s Metropolis (1925) but in a string of real-world organizations ranging from the 17th-Century British and Dutch East India Companies to the Pullman Palace Car Company, the Ford Motor Company, and late 20th-Century Japanese keiretsu and South Korean chaebol – as well as in the nearly indestructible oligopolistic “megacorp” described in the pioneering theory of American economist Alfred Eichner.

By investigating the nature of the cyberpunk megacorp as a political entity, commercial entity, producer and exploiter of futuristic technologies, and generator or manipulator of culture, differences are highlighted between the megacorps of “classical” cyberpunk and post-cyberpunk fiction. Classical cyberpunk megacorps – portrayed in novels like Gibson’s Sprawl trilogy, films like RoboCop and Johnny Mnemonic, and games like Cyberpunk, Cyberspace, and Syndicate – are often ostentatiously malevolent and obsessed with short-term financial profits to the exclusion of all else; the over-the-top depictions of such companies serve a dramatic purpose and are not offered by their authors as serious futurological studies. On the other hand, the more nuanced and philosophically rich portrayals of megacorps in post-cyberpunk works like Shirow’s manga The Ghost in the Shell reveal companies that are less overtly evil, possess a broader and more plausible range of long-term strategic goals, and coexist alongside conventional governments in a state of (begrudging) mutual respect. Yet other works like the game Shadowrun depict companies that combine elements of both classical cyberpunk and post-cyberpunk megacorps.

Drawing on such analyses, the volume concludes by exploring how the idea of the post-cyberpunk megacorp anticipated a new type of real-world megacorp – the unfathomably large, fast, and complex “rhizocorp” – that’s now being made possible through ongoing revolutions in the exploitation of robotics, AI, and the Internet of Things – and which threatens to become the dominant economic, political, and sociocultural power of our technologically posthumanized future world.

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Beyond Buildings: Developing an Ingardenian Systems-Theoretical Aesthetics of Future Biomimetic, Interactive Architectural Entities

Beyond Buildings: Developing an Ingardenian Systems-Theoretical Aesthetics of Future Biomimetic, Interactive Architectural Entities

The European Society for Aesthetics Conference 2019 • University of Warsaw, Warsaw • June 13, 2019

ABSTRACT: For millennia, the buildings created by human architects largely displayed traits of solidity, immobility, passivity, limited interactivity, and reliance on fairly simple geometrical shapes to constitute their core structure. As a result, the field of architectural aesthetics could take for granted the fact that a “building” was such a motionless, non-interactive shell; the philosophical frameworks developed to analyze buildings thus had very little in common with those used to analyze, say, living organisms or moral agents.

This paper begins by showing how such historical assumptions are now being undermined through the development of technologies that enable the creation of types of buildings that would previously have been impossible. For example:

• Augmented reality technologies increasingly allow buildings to create perceived and experienced structures that differ wildly from the buildings’ actual physical components.
• Developments in ambient intelligence and social robotics allow a building to create intimately interactive spaces that interpret their occupants’ moods and unspoken thoughts and respond through physical changes, speech, and other social behaviors.
• AI-guided parametric design (championed by figures like Zaha Hadid and Patrik Schumacher) is enabling the creation of highly complex, asymmetrical, curvilinear, resilient, biomimetic architectural forms that no human mind could design.

The building of the dawning future is more than just a “building”: it is a biomimetic, interactive architectural entity that is richly “biomimetic” not simply because of its curvilinear surface but because of its dynamism, agency, and role as an intelligent, autonomous social actor. Depending on its AI, such a building may even constitute a “person” capable of meaningful social relationships. In the language of Herbrechter’s critical posthumanism, such buildings are posthuman agents that create new types of posthumanized architectural spaces.

The emergence of such architectural entities requires the development of new conceptual frameworks for investigating them from the perspective of philosophical aesthetics. One popular paradigm employed to analyze parametrically designed architecture is that of Deleuze’s fold, which Deleuze illustrated in Le Pli: Leibnitz et le Baroque (1988) through his allegory of the “Baroque house.” The Deleuzian fold is active, curvilinear, and mediating; it thus possesses some properties common to biomimetic, parametrically designed buildings. However, we argue that Deleuze’s Baroque house allegory fails to capture the agency, dynamism, mutability, and interactivity of the emerging architectural entities described here; the need thus remains for new frameworks to describe them. We propose one such approach that draws on elements of Ingarden’s later thought that have been largely overlooked within the field of aesthetics.

The Polish philosopher Roman Ingarden (1893-1970) is known in the field of architectural aesthetics primarily for the “classical” phenomenological frameworks that he developed in the 1920s and 1930s, which analyze the stratification of the architectural object (i.e., the “building”) as a work of art, the ontological status of the building as a purely intentional object, and the role of concretization in aesthetic experience. Today – after a century of developments in aesthetics – the ontological suppositions of those frameworks are seen as increasingly antiquated, and it is often presumed that Ingarden has little to offer for the analysis of posthumanized architectural entities.

In this paper, however, it is argued that the opposite is true, as the conventional view of Ingarden overlooks innovative strains of thought (a sort of “Ingarden 2.0”) that arose in his later years, as he explored ongoing scientific and technological advances. For example, we show how Ingarden foresaw future VR technologies, analyzed what today would be called “computational aesthetics,” and made one of his last (unfinished) projects the reworking of his earlier writings to account for new discoveries in neuroscience. Moreover, his work in systems theory proved so influential that he is considered a pioneering figure of Polish cybernetics.

Ingarden died before applying his mature systems theory (and especially, his model of the “relatively isolated system”) to aesthetics; as a result, it has been largely ignored by later aestheticians. However, we argue that it is not only possible to formulate a “systems-theoretical aesthetics” grounded in Ingarden’s systems theory, but that it offers a valuable tool for analyzing emerging biomimetic, interactive architectural entities.

Developing an Ingardenian systems-theoretical architectural aesthetics. As the foundation for its proposed systems-theoretical aesthetics, this paper analyzes Ingarden’s concept of the “relatively isolated system” by tracing its development over decades and providing translations of some passages previously available only in Polish. Sources analyzed include:

• Ingarden’s account of the membranes that partially isolate bodily organs from one another other, which is presented in O poznawaniu dzieła literackiego (1937).
• Ingarden’s model of a living organism as an enduring core surrounded by outer layers that arise and are destroyed throughout one’s life, as presented in Spór o istnienie świata, vol. 1 (1941).
• Ingarden’s model of the “partially isolated system” and the role played by semipermeable boundaries that regulate an object’s engagement with its environment, as described in a plan (1945-46) for Spór o istnienie świata, vol. 3. This concept was influenced by Ingarden’s reading of Bertalanffy’s Theoretische Biologie.
• Ingarden’s concept of the “relatively closed system,” found in preliminary notes (1950-54) for Spór o istnienie świata, vol. 3.
• Ingarden’s mature concept of the “relatively isolated system,” presented in Über die Verantwortung: Ihre ontischen Fundamente (1970).

Drawing on the multifaceted concept of space found in Christian Norberg-Schulz’s Heideggerian architectural phenomenology, we demonstrate how a systems-theoretical aesthetics grounded in Ingarden’s concept of the relatively isolated system identifies the emerging biomimetic, interactive architectural entity as a system that creates, encompasses, animates, and regulates a nexus of overlapping three-dimensional, experiential, informational, technological, social, and ecological spaces. Such an approach categorizes, compares, and evaluates architectural entities according to the nature of their semipermeable membranes and their openings.

In a manner consonant with contemporary environmental aesthetics, this approach locates a building’s aesthetic properties in the “porousness” of its external and internal physical, informational, and social boundaries – which include not only structures like walls, windows, and stairwells but also the topologies of Wi-Fi networks; information security mechanisms; air circulation patterns; elements that regulate colonization of the space by plant or animal species; social networks; enforced social conventions; and the relationships between a building’s human occupants and the artificial agents that enliven it. The definition and exploration of this approach represents this paper’s central achievement.

The paper concludes by discussing strengths and weaknesses of this proposed approach. It is argued that it can prove useful for analyzing the design and aesthetic experience of buildings transformed through the incorporation of artificial agency and biomimetic dynamics.

It is hoped that this paper can contribute to aesthetic discourse in several ways. First, it shows how diverse technologies are combining to create biomimetic, interactive, posthumanized architectural entities that differ qualitatively from buildings of earlier ages. Second, it formulates an Ingardenian systems-theoretical aesthetics whose foundations in emergentist theoretical biology render it at least as suitable for describing such entities as paradigms like the Deleuzian fold. Finally, the text presents a historical-textual analysis of aspects of Ingarden’s thought that are little known within philosophical aesthetics, thereby shedding new light on a leading 20th-century aesthetician.

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Understanding the Cyber-Physical-Social-Intentional ‘Workforce 4.0’: Conceptual Foundations, Architecture, and Context

Workforce 4.0 as a Cyber-Physical-Social-Intentional System

the VIII Scientific Conference on Modern Concepts and Management Methods: Management 4.0 – Modern Trends in Public, Social and Business Sector • Military University of Technology in Warsaw • December 6, 2018

ABSTRACT: The widespread application of Industry 4.0 technologies relating to social robotics, embodied AI, the Internet of Things (IoT), ubiquitous computing, and advanced human computer interfaces is giving rise to a growing range of “cyber-physical” entities. By building on established definitions and analyses of the cyber-physical system, cyber-physical-social system, cyber-physical society, and cyber-physical-social-thinking space, this text formulates a conceptual framework for understanding the emerging “Workforce 4.0” as a specialized type of “cyber-physical-social-intentional system.” Attention is given to the heterogeneous agency, technological posthumanization, functional decentralization, and planned architectures or spontaneously self-organizing topologies manifested by Workforce 4.0. It is shown how such a workforce is situated within the context of cyber-physical space, a cyber-physical organization, cyber-physical ecosystems, a cyber-physical society, and the larger cyber-physical world.

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A Phenomenological Analysis of the Posthumanized Future Workplace

Impacts of Technological Posthumanization on Future Workplace Architecture

Kwartalnik Nauk o Przedsiębiorstwie 48 (2018), pp. 31-39; MNiSW 2016 List B: 12 points

ABSTRACT: Increasingly, organizations are becoming “technologically posthumanized” through the integration of social robots, AI, virtual reality, and ubiquitous computing into the workplace. Here a phenomenological approach is used to anticipate architectural transformations of the workplace resulting from posthumanization’s challenge to traditional anthropocentric paradigms of the workplace as a space that exists at “human” scale, possesses a trifold boundary, and serves as a spatiotemporal filter.

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A Phenomenological “Aesthetics of Isolation” as Environmental Aesthetics for an Era of Ubiquitous Art

The Polish Journal of Aesthetics 49 (2018), pp. 11-25; MNiSW 2016 List B: 12 points

ABSTRACT: Here the concept of the human being as a “relatively isolated system” developed in Ingarden’s later phenomenology is adapted into an “aesthetics of isolation” that complements conventional environmental aesthetics. Such an aesthetics of isolation is especially relevant, given the growing “aesthetic overload” brought about by ubiquitous computing and new forms of art and aesthetic experience such as those involving virtual reality, interactive online performance art, and artificial creativity.

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Strategic Management Instruments for Cyber-Physical Organizations: Technological Posthumanization as a Driver of Strategic Innovation

International Journal of Contemporary Management 16, no. 3 (2017), pp. 139-55; MNiSW 2016 List B: 14 points

ABSTRACT: Strategic management instruments (SMIs) are tools used to analyze an organization’s strategic situation, formulate effective strategies, and successfully implement them. Despite SMIs’ importance, there has been little systematic research into them – and especially regarding the impact of emerging technologies on SMIs. Here we investigate whether the forces of technological posthumanization that are creating a new class of ‘cyber-physical organizations’ can be expected to affect innovation in the use of SMIs within such organizations. Through a review of strategic management literature, we identify nearly 100 SMIs and categorize them according to their use in (a) strategic analysis, (b) strategy formulation, or (c) strategy implementation. Meanwhile, an analysis of cyber-physical systems and technological posthumanization reveals three dynamics that are converging to create an emerging class of cyber-physical organizations: (a) roboticization of the workforce; (b) deepening human-computer integration; and (c) the ubiquitization of computation. A framework is developed for mapping the impacts of these dynamics onto the inputs, agents, processes, and outputs involved with the three types of SMIs. Application of the framework shows that technological posthumanization should be expected to both facilitate and require innovation in cyber-physical organizations’ use of all three types of SMIs.

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Technomancy and the Conjuring of Virtual Worlds: The Utilization of ‘Digital Magical Practice’ as Organizational Strategy

Technomancy and the Conjuring of Virtual Worlds

The 3rd DELab UW International Conference: Ongoing Digitalisation of Economies and Societies • Digital Economy Lab, Uniwersytet Warszawski, Warszawa • September 29, 2017

ABSTRACT: Efforts to formally define ‘magic’ and to identify the aspects that distinguish magical practice from other human pursuits have been made from both a theological perspective (e.g., St. Thomas Aquinas) and, more recently, an anthropological perspective (e.g., Frazer, Mauss, Durkheim, Malinowski, and Tambiah). Frequently cited elements of magic include its use of esoteric symbols, gestures, and speech that are only understood only by a small, elite group of initiated practitioners; its use of specially prepared ritual instruments; its attempt to harness the power of invisible, intelligent, nonhuman entities (such as demons or nature deities) to produce specific physical effects; and its attempt to manipulate hidden (or ‘occult’) forms of causality rather than obviously explicable physical causality.

As early as the 1970s, scholars noted that the practice of computer programming reflects several such aspects of magic as it is traditionally defined. For example, conventional computer programming requires mastery of an esoteric body of knowledge passed down between generations of programmers; it employs arcane symbols arranged in elaborate sequential scripts structurally similar to magical incantations; and it allows computers to perform highly complex, seemingly ‘intelligent’ behaviors by means of causal processes that may be comprehensible to programmers but which to ordinary computer users appear quite mystifying.

In this presentation, we argue that it can be expected that the ‘magical’ aspects of computing technology will be transformed and enhanced over the coming years through the development of increasingly sophisticated technologies for virtual reality (VR), artificial intelligence (AI), and ubiquitous computing (UC) that converge to create ‘magically responsive’ digital-physical ecosystems and ‘enchanted’ cyber-physical societies.

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From Stand Alone Complexes to Memetic Warfare: Cultural Cybernetics and the Engineering of Posthuman Popular Culture

50 Shades of Popular Culture International Conference • Facta Ficta Research Centre, Kraków • February 19, 2016

ABSTRACT: Here we argue that five emerging social and technological trends are creating new possibilities for the instrumentalization (or even “weaponization”) of popular culture for commercial, ideological, political, or military ends and for the development of a posthuman popular culture that is no longer solely produced by or for “humanity” as presently understood. These five trends are the: 1) decentralization of the sources of popular culture, as reflected in the ability of ordinary users to create and upload content that “goes viral” within popular culture, as well as the use of “astroturfing” and paid “troll armies” by corporate or state actors to create the appearance of broad-based grassroots support for particular products, services, actions, or ideologies; 2) centralization of the mechanisms for accessing popular culture, as seen in the role of instruments like Google’s search engine, YouTube, Facebook, Instagram, and Wikipedia in concentrating the distribution channels for cultural products, as well as efforts by state actors to censor social media content perceived as threatening or disruptive; 3) personalization of popular culture, as manifested in the growth of cultural products like computer games that dynamically reconfigure themselves in response to a player’s behavior, thereby creating a different product for each individual that is adapted to a user’s unique experiences, desires, and psychological characteristics; 4) automatization of the creation of products of popular culture, as seen in the automated high-speed generation of webpages, artwork, music, memes, and computer game content by AI systems that could potentially allow venues of popular culture (such as the Internet) to be flooded with content designed to influence a social group in particular ways; and 5) virtualization of the technological systems and mechanisms for creating, transmitting, and experiencing the products of popular culture, as witnessed in the development of all-purpose nodes (such as smartphones) that are capable of handling a full range of cultural products in the form of still images, video, audio, text, and interactive experiences, and the growing digitalization of cultural products that allows them to be more easily manipulated and injected into the popular culture of other states or social groups, bypassing physical and political barriers.

While these trends are expected to yield a broad range of positive and negative impacts, we focus on a particular subset of these impacts. Namely, we argue that the convergence of these five trends opens the door for the creation of popular culture that: 1) does not exist in any permanent, tangible physical artifacts but only as a collection of continuously transforming digital data that that is stored on the servers of a few powerful corporate or state actors and is subject to manipulation or degradation as a result of computer viruses, hacking, power outages, or other factors; 2) can be purposefully and effectively engineered using techniques commonly employed within IT management, electronics engineering, marketing, and other disciplines; 3) can become a new kind of weapon and battleground in struggles for military, political, ideological, and commercial superiority on the part of corporate, state, and other actors.

In order to stimulate thinking about ways in which these trends might develop, we conclude by considering two fictional near-future worlds – those depicted in Ghost in the Shell: Stand Alone Complex and Transhuman Space: Toxic Memes – in which the further evolution of these five trends is shown as leading to the neurocybernetically facilitated manipulation of popular culture, “memetic warfare,” and related phenomena. We suggest that these fictional works represent examples of self-reflexive futurology: i.e., elements of contemporary popular culture that attempt to anticipate and explore the ways in which future popular culture could be purposefully engineered, instrumentalized, and even weaponized in the service of a diverse array of ends.

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Utopias and Dystopias as Cybernetic Information Systems: Envisioning the Posthuman Neuropolity

Creatio Fantastica no. 3(50) (2015)

ABSTRACT: While it is possible to understand utopias and dystopias as particular kinds of sociopolitical systems, in this text we argue that utopias and dystopias can also be understood as particular kinds of information systems in which data is received, stored, generated, processed, and transmitted by the minds of human beings that constitute the system’s ‘nodes’ and which are connected according to specific network topologies. We begin by formulating a model of cybernetic information-processing properties that characterize utopias and dystopias. It is then shown that the growing use of neuroprosthetic technologies for human enhancement is expected to radically reshape the ways in which human minds access, manipulate, and share information with one another; for example, such technologies may give rise to posthuman ‘neuropolities’ in which human minds can interact with their environment using new sensorimotor capacities, dwell within shared virtual cyberworlds, and link with one another to form new kinds of social organizations , including hive minds that utilize communal memory and decision-making. Drawing on our model, we argue that the dynamics of such neuropolities will allow (or perhaps even impel) the creation of new kinds of utopias and dystopias that were previously impossible to realize. Finally, we suggest that it is important that humanity begin thoughtfully exploring the ethical, social, and political implications of realizing such technologically enabled societies by studying neuropolities in a place where they have already been ‘pre-engineered’ and provisionally exist: in works of audiovisual science fiction such as films, television series, and role-playing games.

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