Perceiving Sociable Technology: Exploring the Role of Anthropomorphism and Agency Perception on Human-Computer Interaction (HCI)

With the arrival of personal assistants and other AI-enabled autonomous technologies, social interactions with smart devices have become a part of our daily lives. Therefore, it becomes increasingly important to understand how these social interactions emerge, and why users appear to be influenced by them. For this reason, I explore questions on what the antecedents and consequences of this phenomenon, known as anthropomorphism, are as described in the extant literature from fields ranging from information systems to social neuroscience. I critically analyze those empirical studies directly measuring anthropomorphism and those referring to it without a corresponding measurement. Through a grounded theory approach, I identify common themes and use them to develop models for the antecedents and consequences of anthropomorphism. The results suggest anthropomorphism possesses both conscious and non-conscious components with varying implications. While conscious attributions are shown to vary based on individual differences, non-conscious attributions emerge whenever a technology exhibits apparent reasoning such as through non-verbal behavior like peer-to-peer mirroring or verbal paralinguistic and backchanneling cues. Anthropomorphism has been shown to affect users’ self-perceptions, perceptions of the technology, how users interact with the technology, and the users’ performance. Examples include changes in a users’ trust on the technology, conformity effects, bonding, and displays of empathy. I argue these effects emerge from changes in users’ perceived agency, and their self- and social- identity similarly to interactions between humans. Afterwards, I critically examine current theories on anthropomorphism and present propositions about its nature based on the results of the empirical literature. Subsequently, I introduce a two-factor model of anthropomorphism that proposes how an individual anthropomorphizes a technology is dependent on how the technology was initially perceived (top-down and rational or bottom-up and automatic), and whether it exhibits a capacity for agency or experience. I propose that where a technology lays along this spectrum determines how individuals relates to it, creating shared agency effects, or changing the users’ social identity. For this reason, anthropomorphism is a powerful tool that can be leveraged to support future interactions with smart technologies

Flocking together : collective animal minds in contemporary fiction

The remarkable coordination displayed by animal groups such as an ant colony or a flock of birds in flight is not just a behavioral feat; it reflects a full-fledged form of collective cognition. Building on work in philosophy, cognitive approaches to literature, and animal studies, I explore how contemporary fiction captures animal collectivity. I focus on three novels that probe different aspects of animal assemblages: animals as a collective agent (in Richard Powers's The Echo Maker), animals that communicate a shared mind through dance-like movements (in Lydia Davis's The Cows), and animals that embrace a collective "we" to critique the individualism of contemporary society (in Peter Verhelst's The Man I Became). When individuality drops out of the picture of human-animal encounters in fiction, empathy becomes abstract: a matter of quasi-geometric patterns that are experienced by readers through an embodied mechanism of kinesthetic resonance

Metaphorical patterns in Anthropocene fiction

This article explores metaphorical language in the strand of contemporary fiction that Trexler discusses under the heading of ‘Anthropocene fiction’ – namely, novels that probe the convergence of human experience and geological or climatological processes in times of climate change. Why focus on metaphor? Because, as cognitive linguists working in the wake of Lakoff and Johnson have shown, metaphor plays a key role in closing the gap between everyday, embodied experience and more intangible or abstract realities – including, we suggest, the more-than-human temporal and spatial scales that come to the fore with the Anthropocene. In literary narrative, metaphorical language is typically organized in coherent clusters that amplify the effects of individual metaphors. Based on this assumption, we discuss the results of a systematic coding of metaphorical language in three Anthropocene novels by Margaret Atwood, Jeanette Winterson, and Ian McEwan. We show that the emergent metaphorical patterns enrich and complicate the novels’ staging of the Anthropocene, and that they can destabilize the strict separation between human experience and nonhuman realities

Understanding and Avoiding AI Failures: A Practical Guide.

As AI technologies increase in capability and ubiquity, AI accidents are becoming more common. Based on normal accident theory, high reliability theory, and open systems theory, we create a framework for understanding the risks associated with AI applications. In addition, we also use AI safety principles to quantify the unique risks of increased intelligence and human-like qualities in AI. Together, these two fields give a more complete picture of the risks of contemporary AI. By focusing on system properties near accidents instead of seeking a root cause of accidents, we identify where attention should be paid to safety for current generation AI systems

Understanding and avoiding AI failures: A practical guide

As AI technologies increase in capability and ubiquity, AI accidents are becoming more common. Based on normal accident theory, high reliability theory, and open systems theory, we create a framework for understanding the risks associated with AI applications. This framework is designed to direct attention to pertinent system properties without requiring unwieldy amounts of accuracy. In addition, we also use AI safety principles to quantify the unique risks of increased intelligence and human-like qualities in AI. Together, these two fields give a more complete picture of the risks of contemporary AI. By focusing on system properties near accidents instead of seeking a root cause of accidents, we identify where attention should be paid to safety for current generation AI systems

When Children Draw Gods

This open access book explores how children draw god. It looks at children’s drawings collected in a large variety of cultural and religious traditions. Coverage demonstrates the richness of drawing as a method for studying representations of the divine. In the process, it also contributes to our understanding of this concept, its origins, and its development. This intercultural work brings together scholars from different disciplines and countries, including Switzerland, Japan, Russia, Iran, Brazil, and the Netherlands. It does more than share the results of their research and analysis. The volume also critically examines the contributions and limitations of this methodology. In addition, it also reflects on the new empirical and theoretical perspectives within the broader framework of the study of this concept. The concept of god is one of the most difficult to grasp. This volume offers new insights by focusing on the many different ways children depict god throughout the world. Readers will discover the importance of spatial imagery and color choices in drawings of god. They will also learn about how the divine's emotional expression correlates to age, gender, and religiosity as well as strategies used by children who are prohibited from representing their god

When Children Draw Gods

This open access book explores how children draw god. It looks at children’s drawings collected in a large variety of cultural and religious traditions. Coverage demonstrates the richness of drawing as a method for studying representations of the divine. In the process, it also contributes to our understanding of this concept, its origins, and its development. This intercultural work brings together scholars from different disciplines and countries, including Switzerland, Japan, Russia, Iran, Brazil, and the Netherlands. It does more than share the results of their research and analysis. The volume also critically examines the contributions and limitations of this methodology. In addition, it also reflects on the new empirical and theoretical perspectives within the broader framework of the study of this concept. The concept of god is one of the most difficult to grasp. This volume offers new insights by focusing on the many different ways children depict god throughout the world. Readers will discover the importance of spatial imagery and color choices in drawings of god. They will also learn about how the divine's emotional expression correlates to age, gender, and religiosity as well as strategies used by children who are prohibited from representing their god