New Books in Technology

Algorithms that work with deep learning and big data are getting so much better at doing so many things that it makes us uncomfortable. How can a device know what our favorite songs are, or what we should write in an email? Have machines become too smart? In Artificial Communication: How Algorithms Produce Social Intelligence (MIT Press, 2022), Elena Esposito argues that drawing this sort of analogy between algorithms and human intelligence is misleading. If machines contribute to social intelligence, it will not be because they have learned how to think like us but because we have learned how to communicate with them. Esposito proposes that we think of "smart" machines not in terms of artificial intelligence but in terms of artificial communication.

To do this, we need a concept of communication that can take into account the possibility that a communication partner may be not a human being but an algorithm--which is not random and is completely controlled, although not by the processes of the human mind. Esposito investigates this by examining the use of algorithms in different areas of social life. She explores the proliferation of lists (and lists of lists) online, explaining that the web works on the basis of lists to produce further lists; the use of visualization; digital profiling and algorithmic individualization, which personalize a mass medium with playlists and recommendations; and the implications of the "right to be forgotten." Finally, she considers how photographs today seem to be used to escape the present rather than to preserve a memory.

Galina Limorenko is a doctoral candidate in Neuroscience with a focus on biochemistry and molecular biology of neurodegenerative diseases at EPFL in Switzerland.

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In this Pandemic Perspectives Podcast, Ideas Roadshow founder and host Howard Burton talks to renowned cognitive psychologist Stephen Kosslyn about how the COVID-19 pandemic influenced, or didn't influence, our understanding of the learning process.

Ideas Roadshow's Pandemic Perspectives Project consists of three distinct, reinforcing elements: a documentary film (Pandemic Perspectives), book (Pandemic Perspectives: A filmmaker's journey in 10 essays) and a series of 24 detailed podcasts with many of the film's expert participants. Visit www.ideasroadshow.com for more details.

Howard Burton is the founder of Ideas Roadshow and host of the Ideas Roadshow Podcast. He can be reached at [email protected].

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Why has "car society" proven so durable, even in the face of mounting environmental and economic crises? In Globalizing Automobilism: Exuberance and the Emergence of Layered Mobility, 1900–1980 (Berghahn Books, 2020), Gijs Mom traces the global spread of the automobile in the postwar era and investigates why adopting more sustainable forms of mobility has proven so difficult. Drawing on archival research as well as wide-ranging forays into popular culture, Mom reveals here the roots of the exuberance, excess, and danger that define modern automotive culture.

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Four Shades of Gray: The Amazon Kindle Platform (MIT Press, 2022) is the first book-length analysis of Amazon's Kindle explores the platform's technological, bibliographical, and social impact on publishing.

Dr. Simon Peter Rowberry recounts how Amazon built the infrastructure for a new generation of digital publications, then considers the consequences of having a single company control the direction of the publishing industry. Exploring the platform from the perspectives of technology, texts, and uses, he shows how the Kindle challenges traditional notions of platforms as discrete entities. Dr. Rowberry argues that Amazon's influence extends beyond “disruptive technology” to embed itself in all aspects of the publishing trade; yet despite industry pushback, he says, the Kindle has had a positive influence on publishing.

Dr. Rowberry documents the first decade of the Kindle with case studies of Kindle Popular Highlights, an account of the digitization of books published after 1922, and a discussion of how Amazon's patent filings reflect a shift in priorities. Rowberry argues that while it was initially convenient for the book trade to outsource ebook development to Amazon, doing so has had adverse consequences for publishers in the mid- and long term, limiting opportunities for developing an inclusive and forward-thinking digital platform. While it has forced publishers to embrace digital forms, the Kindle has also empowered some previously marginalized readerships. Although it is still too early to judge the long-term impact of ebooks compared with that of the older technologies of clay tablets, the printing press, and offset printing, the shockwaves of the Kindle continue to shape publishing.

This interview was conducted by Dr. Miranda Melcher whose doctoral work focused on post-conflict military integration, understanding treaty negotiation and implementation in civil war contexts, with qualitative analysis of the Angolan and Mozambican civil wars.

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In The Digital Frontier: Infrastructures of Control on the Global Web (Indiana University Press, 2021), Sangeet Kumar interrogates the world wide web and the digital ecosystem has spawned to reveal how its conventions, protocols, standards, and algorithmic regulations represent a novel form of global power. Kumar shows the operation of this power through the web's "infrastructures of control" visible at sites where the universalizing imperatives of the web run up against local values, norms, and cultures. These include how the idea of the "global common good" is used as a ruse by digital oligopolies to expand their private enclosures, how seemingly collaborative spaces can simultaneously be exclusionary as they regulate legitimate knowledge, how selfhood is being redefined online along with Eurocentric ideals, and how the web's political challenge is felt differentially by sovereign nation-states.

In analysing this new modality of cultural power in the global digital ecosystem, The Digital Frontier is an important read for scholars, activists, academics and students inspired by the utopian dream of a truly representative global digital network.

Rituparna Patgiri, PhD is an Assistant Professor of Sociology at Indraprastha College for Women, University of Delhi. She has a PhD in Sociology from Jawaharlal Nehru University (JNU), New Delhi. Her research interests lie in the areas of food, media, gender and the public. She is also one of the co-founders of Doing Sociology. Patgiri can be reached at @Rituparna37 on Twitter.

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Saronik talks to Tuhin Chakrabarty about the creative processes of Artificial Intelligence, what we can expect from it, and how to keep the results fair.

(Saronik messes up the word GPT-3 twice!)

Reading List:

GPT3 Creativity

When AI Falls in Love, GPT-3 Creative Fiction, Are You Ready for NaNoWriMo?

Papers/Posts on Computational Creativity

Generating Similes Like a Pro, Content Planning for Neural Story Generation, Reverse, Retrieve, and Rank for Sarcasm Generation , The Comedian is in the Machine

Music and Art

Google Magenta

Creating Image from Text

Dall-E, Creative Text Generation

Bias in Language Models

Stereoset measures Racism, Sexism, and other Forms of Bias in AI Language Models, Towards Controllable Biases in Language Generation, The Woman worked as a Babysitter, Timnit Gebru’s thread about Google firing her, RealToxicityPrompts, Measuring and Reducing Gendered Correlations in Pre-trained Models

Bias in Poetry

Investigating Societal Biases in a Poetry Composition System

AI Poetry

Google’s New AI Helps You Write Poetry like Poe, Generating Topical Poetry

Academic Venues

Computational Creativity, Machine Learning for Creativity and Design

Image: created using Dall-E

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Artificial intelligence, or AI for short, has generated a staggering amount of hype in the past several years. Is it the game-changer it's been cracked up to be? If so, how is it changing the game? How is it likely to affect us as customers, tenants, aspiring homeowners, students, educators, patients, clients, prison inmates, members of ethnic and sexual minorities, and voters in liberal democracies? Authored by experts in fields ranging from computer science and law to philosophy and cognitive science, A Citizen's Guide to Artificial Intelligence (MIT Press, 2022) offers a concise overview of moral, political, legal and economic implications of AI. It covers the basics of AI's latest permutation, machine learning, and considers issues such as transparency, bias, liability, privacy, and regulation.

Both business and government have integrated algorithmic decision support systems into their daily operations, and the book explores the implications for our lives as citizens. For example, do we take it on faith that a machine knows best in approving a patient's health insurance claim or a defendant's request for bail? What is the potential for manipulation by targeted political ads? How can the processes behind these technically sophisticated tools ever be transparent? The book discusses such issues as statistical definitions of fairness, legal and moral responsibility, the role of humans in machine learning decision systems, “nudging” algorithms and anonymized data, the effect of automation on the workplace, and AI as both regulatory tool and target.

Dr John Zerilli is a philosopher with particular interests in cognitive science, artificial intelligence, and the law. He is currently a Leverhulme Fellow at the University of Oxford, a Research Associate in the Oxford Institute for Ethics in AI, and an Associate Fellow in the Centre for the Future of Intelligence at the University of Cambridge.

Frances Sacks is a journalist and graduate of Wesleyan University where she studied in the Science and Society Program.

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Digital connections permeate our lives-and so do data breaches. Given that we must be online for basic communication, finance, healthcare, and more, it is alarming how difficult it is to create rules for securing our personal information. Despite the passage of many data security laws, data breaches are increasing at a record pace. In Breached!: Why Data Security Law Fails and How to Improve It (Oxford UP, 2022), Daniel Solove and Woodrow Hartzog, two of the world's leading experts on privacy and data security, argue that the law fails because, ironically, it focuses too much on the breach itself.

Drawing insights from many fascinating stories about data breaches, Solove and Hartzog show how major breaches could have been prevented or mitigated through a different approach to data security rules. Current law is counterproductive. It pummels organizations that have suffered a breach but doesn't address the many other actors that contribute to the problem: software companies that create vulnerable software, device companies that make insecure devices, government policymakers who write regulations that increase security risks, organizations that train people to engage in risky behaviors, and more.

Although humans are the weakest link for data security, policies and technologies are often designed with a poor understanding of human behavior. Breached! corrects this course by focusing on the human side of security. Drawing from public health theory and a nuanced understanding of risk, Solove and Hartzog set out a holistic vision for data security law-one that holds all actors accountable, understands security broadly and in relationship to privacy, looks to prevention and mitigation rather than reaction, and works by accepting human limitations rather than being in denial of them. The book closes with a roadmap for how we can reboot law and policy surrounding data security.

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Has the internet really been the main culprit behind the upheaval of the contemporary media industries? In Media Disrupted: Surviving Pirates, Cannibals, and Streaming Wars (MIT Press, 2021), Professor Amanda Lotz provides a rebuttal to persistent myths about disruption across the mediascape of the late 20th and early 21st Centuries. Through a granular reading of four media industries – newspapers, recorded music, film and television – Lotz demonstrates that the internet has had diffuse and divergent effects in each, none of which are adequately explained through simplistic narratives of piracy or cannibalism. Lotz suggests that the speed and scale of reconfiguration in these industries has stemmed more from built up consumer demand and business (mal)practices, often with deep historical roots, which have only then been catalysed by the advent of the internet.

Alongside laying out what we often get wrong about the internet and the media industries, Lotz provides detailed analyses of those media businesses which managed to negotiate this tumultuous period successfully. Media Disruption helps us understand how the media industries got to where they are today and provides valuable lessons for those seeking to weather disruptions to come.

Professor Amanda Lotz works at the Digital Media Research Centre at Queensland University of Technology.

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Media Hot and Cold (Duke UP, 2021) attunes the reader to temperature as a crucial but often overlooked terrain of control, communication and contestation. The book skilfully unpacks the complex technical operations of a vast array of heat-based communication technologies in parallel with a close analysis of the cultural and political resonances of these media, taking in early experiments in heat ray technologies, the development of the thermostat, undersea fibre optic cables and torture sweatboxes from the US plantation. Today’s thermal media are framed as politically neutral and scientifically objective technologies of personalised comfort and climate mitigation. However, Starosielski pushes back against this reading, arguing that the manipulation of temperature as a means of coercion and domination has been integral to the construction, normalization and maintenance of unequal relations of power. The book is a timely and significant call for an unflinching analysis of the sociocultural function of temperature in a period of unprecedented thermal volatility.

Gummo Clare is a PhD researcher in the School of Media and Communications, University of Leeds.

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