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Agnotology: The Making and Unmaking of Ignorance

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Abstract

What don't we know, and why don't we know it? What keeps ignorance alive, or allows it to be used as a political instrument? Agnotology—the study of ignorance—provides a new theoretical perspective to broaden traditional questions about "how we know" to ask: Why don't we know what we don't know? The essays assembled in Agnotology show that ignorance is often more than just an absence of knowledge; it can also be the outcome of cultural and political struggles. Ignorance has a history and a political geography, but there are also things people don't want you to know ("Doubt is our product" is the tobacco industry slogan). Individual chapters treat examples from the realms of global climate change, military secrecy, female orgasm, environmental denialism, Native American paleontology, theoretical archaeology, racial ignorance, and more. The goal of this volume is to better understand how and why various forms of knowing do not come to be, or have disappeared, or have become invisible.

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... Potencializadas pelas redes sociais de seus apoiadores as falas de Trump e Bolsonaro assumiram a condição de verdade (Adorno, 2020;Proctor, Schiebinger, 2005) produzindo desinformação e adesão às propostas que negavam a gravidade da pandemia. ...
... Embora a hipótese da diferença ontológica permita compreender algumas nuances da pandemia nos Estados Unidos e no Brasil, sustentamos também a hipótese de que o negacionismo configura-se como uma ferramenta de produção sistemática da ignorância (Proctor;Schiebinger, 2005), portanto, como projeto político que abrange todas as dimensões da vida e da ordem social atravessadas pela crise sanitária. ...
... Embora a hipótese da diferença ontológica permita compreender algumas nuances da pandemia nos Estados Unidos e no Brasil, sustentamos também a hipótese de que o negacionismo configura-se como uma ferramenta de produção sistemática da ignorância (Proctor;Schiebinger, 2005), portanto, como projeto político que abrange todas as dimensões da vida e da ordem social atravessadas pela crise sanitária. ...
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... In this paper, we critically examine the use of surveys in AI research, development, and governance, as they are recurringly used to assess people's subjective views and experiences of AI (van Berkel, Sarsenbayeva, and Goncalves 2023). Surveys, and related research instruments such as questionnaires, inherently employ abstraction and reduction as methods of knowing and understanding (Ornstein 2013), which may result in overlooking nuances that on the surface level may seem subtle, but in practice can result in amplifying biases and leading to harms (Bhopal et al. 2004;Proctor and Schiebinger 2008;Roberts 2012). The potential misrepresentation of marginalized perspectives by surveys, though unexplored in the AI domain, has been evident in other fields (Mir et al. 2012;Nazroo et al. 2007;Nierkens, de Vries, and Stronks 2006;Agyemang et al. 2009). ...
... Results varied substantially for marginalized ethnic groups between different survey agencies, e.g., one set of results reporting a 1% smoking rate in Bangladeshi women, and another reporting 6% in the same group, a discrepancy not observed in the majority group self-identifying as European (Bhopal et al. 2004). Other researchers also showed that commercial and government entities have post-poned or prevented action on critical public health matters for vulnerable groups as a result of poor survey research practices (Proctor and Schiebinger 2008). In parallel, researchers criticize the focus of AI research on Western, Educated, Industrial, Rich, and Democratic (WEIRD) populations, arguing that it may not accurately represent the experiences and concerns of diverse global populations affected by or interacting with AI (Septiandri et al. 2023;van Berkel, Sarsenbayeva, and Goncalves 2023). ...
Article
Calls for engagement with the public in Artificial Intelligence (AI) research, development, and governance are increasing, leading to the use of surveys to capture people's values, perceptions, and experiences related to AI. In this paper, we critically examine the state of human participant surveys associated with these topics. Through both a reflexive analysis of a survey pilot spanning six countries and a systematic literature review of 44 papers featuring public surveys related to AI, we explore prominent perspectives and methodological nuances associated with surveys to date. We find that public surveys on AI topics are vulnerable to specific Western knowledge, values, and assumptions in their design, including in their positioning of ethical concepts and societal values, lack sufficient critical discourse surrounding deployment strategies, and demonstrate inconsistent forms of transparency in their reporting. Based on our findings, we distill provocations and heuristic questions for our community, to recognize the limitations of surveys for meeting the goals of engagement, and to cultivate shared principles to design, deploy, and interpret surveys cautiously and responsibly.
... Esta pesquisa foi iniciada formalmente e parcialmente executada durante os anos da pandemia Covid-19 (2020/21) e no decorrer de 2022, ano de eleições majoritárias para presidente e governadores, além de proporcionais para senadores, deputados federais e estaduais no Brasil. Foi um período atípico e disruptivo, tanto por fatores relacionados ao isolamento social, como pelos intermináveis atentados à democracia ocasionados por agentes públicos que utilizaram, para este fim, notícias falsas, negacionismo científico e técnicas de agnotologia -quando um processo socialmente construído difunde, intencionalmente, a promoção deliberada da ignorância ou da incerteza na opinião pública sobre determinado assunto (Proctor e Schiebinger, 2008). ...
... O termo agnotologia foi criado a partir de uma série de conferências e da publicação do livro chamado Agnotology -The Making and Unmaking of Ignorance, de Robert N. Proctor and Londa Schiebinger e explica como a ignorância é produzida ou mantida em diversos cenários, por meio de mecanismos como: negligência deliberada ou inadvertida, sigilo e supressão, destruição de documentos, tradição inquestionável e inúmeras formas de seletividade cultural ou política inerente (Proctor e Schiebinger, 2008). ...
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A pandemia da COVID-19 acelerou a transição para a virtualidade das redes, consolidando a cultura algorítmica e aumentando a desinformação. Técnicas de agnotologia, que disseminam informações falsas intencionalmente, sustentam camadas do modelo de negócios de grandes empresas de tecnologia. Este artigo apresenta evidências de como técnicas de desinformação foram usadas em ações ideológicas e políticas para promover medicamentos ineficazes, divulgar pesquisas falsas e desacreditar cientistas e instituições com o objetivo de confundir a opinião pública. O estudo utiliza dados empíricos e estatísticos de livros, artigos científicos, pesquisas de instituições nacionais e internacionais, notícias de agências de pesquisa e resultados de laboratórios universitários e empresas. A investigação confirma a emergência de uma faceta da cultura algorítmica que cria e mantém bolhas de desinformação globalmente, atendendo a diversos interesses de governos, partidos políticos, grupos religiosos, empresas entre outros que criam notícias falsas, difundem desinformação e operam manipulação algorítmica como ideologia e/ou negócio.
... In this paper, we critically examine the use of surveys in AI research, development, and governance, as they are recurringly used to assess people's subjective views and experiences of AI (van Berkel, Sarsenbayeva, and Goncalves 2023). Surveys, and related research instruments such as questionnaires, inherently employ abstraction and reduction as methods of knowing and understanding (Ornstein 2013), which may result in overlooking nuances that on the surface level may seem subtle, but in practice can result in amplifying biases and leading to harms (Bhopal et al. 2004;Proctor and Schiebinger 2008;Roberts 2012). The potential misrepresentation of marginalized perspectives by surveys, though unexplored in the AI domain, has been evident in other fields (Mir et al. 2012;Nazroo et al. 2007;Nierkens, de Vries, and Stronks 2006;Agyemang et al. 2009). ...
... Results varied substantially for marginalized ethnic groups between different survey agencies, e.g., one set of results reporting a 1% smoking rate in Bangladeshi women, and another reporting 6% in the same group, a discrepancy not observed in the majority group self-identifying as European (Bhopal et al. 2004). Other researchers also showed that commercial and government entities have postponed or prevented action on critical public health matters for vulnerable groups as a result of poor survey research practices (Proctor and Schiebinger 2008). In parallel, researchers criticize the focus of AI research on Western, Educated, Industrial, Rich, and Democratic (WEIRD) populations, arguing that it may not accurately represent the expe-riences and concerns of diverse global populations affected by or interacting with AI (Septiandri et al. 2023;van Berkel, Sarsenbayeva, and Goncalves 2023). ...
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Calls for engagement with the public in Artificial Intelligence (AI) research, development, and governance are increasing, leading to the use of surveys to capture people's values, perceptions, and experiences related to AI. In this paper, we critically examine the state of human participant surveys associated with these topics. Through both a reflexive analysis of a survey pilot spanning six countries and a systematic literature review of 44 papers featuring public surveys related to AI, we explore prominent perspectives and methodological nuances associated with surveys to date. We find that public surveys on AI topics are vulnerable to specific Western knowledge, values, and assumptions in their design, including in their positioning of ethical concepts and societal values, lack sufficient critical discourse surrounding deployment strategies, and demonstrate inconsistent forms of transparency in their reporting. Based on our findings, we distill provocations and heuristic questions for our community, to recognize the limitations of surveys for meeting the goals of engagement, and to cultivate shared principles to design, deploy, and interpret surveys cautiously and responsibly.
... Lyseology is the use and misuse of science to suggest that it is in the future, populated by new but not yet existing engineered artifacts, that a better world is believed to lie. It is a modified version of agnotology (Proctor, 2008) -the use and misuse of science to produce ignorance in support of corporate interests. (Chapter 6 discusses similar topics and may interest readers of this chapter.) ...
... Agnotoloji, güçlü kurum ve liderlerin bilinçli olarak insanları bilgisizlik ve cehalete mahkum etmelerini inceleyen politik epistemolojinin yeni bir alanıdır (Proctor & Schiebinger, 2008;Tuana, 2006;Peels & Blaauw, 2016). Agnotolojinin siyaset felsefesi ile olan ilişkisi, konuların dağılımı açısından oldukça zengindir. ...
... These links, and any examples of the harms done by science, are omitted from the triumphalist image that is presented of science in textbooks and public discourse. Judging by the perspective article, and a veritable tsunami of similarly poorly-conceived writings, scientists seem to be more susceptible than others to the lies-byomission and partial truths that help make up the public image of science (Proctor & Schiebinger, 2008). ...
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This commentary responds to a perspective article by a group of 27 co-authors, most affiliated to universities in the USA, with a sprinkling of international others: two each from France and Germany; one each from the UK, Australia and New Zealand; and three listing dual-country affiliations to USA as well as Israel, Germany and Australia. The perspective article claims that science is in serious danger from the replacement of merit by identity as the basis for assessments in science education, hiring of scientists, and research funding decisions. Although stopping just short of saying this ‘is’ happening, its purpose is to issue a warning that the future of science is under threat, if such trends were to continue. Given its relevance to science and science education in Aotearoa New Zealand, it is important for us as Māori and non-Māori to understand the claims and arguments it makes. Below, I list and discuss its key ideas, summarise its scholarly flaws, and comment on its meta-level significance in context.
... For instance, we would say that some people are ignorant about the history of black culture in America, even if said persons knew something of that history but do not recognize the importance of the subject or are not able to experience first-hand the effect of it -the so-called white ignorance (Mills, 2007). Moreover, we would dub it ignorance spreading what in agnotology Proctor and Schiebinger (2008) called "doubtmongering," as the intentional spreading of rumors and doubts regarding the dangers of certain substances (e.g., what tobacco companies have done in the Sixties and Seventies - (Oreskes & Conway, 2011)). ...
... Nor does it resemble a search for confirmatory information, as studied in the selective exposure literature (see Sweeny et al., 2010). The study of deliberate ignorance is also to be distinguished from the study of agnotology (Proctor and Schiebinger, 2008) and the sociology of ignorance (McGoey, 2014), which investigate the systematic production of ignorance by obscuring knowledge or disseminating fake news, as in generating and supporting public ignorance about global climate change. ...
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Deliberate ignorance is the willful choice not to know the answer to a question of personal relevance. The question of whether a man is the biological father of his child is a sensitive issue in many cultures and can lead to litigation, divorce, and disinheritance. Thanks to DNA tests, men are easily able to resolve the uncertainty. Psychological theories that picture humans as informavores who are averse to ambiguity suggest men would do a DNA test, as does evolutionary theory, which considers investing in raising a rival’s offspring a mistake. We conducted two representative studies using computer-based face-to-face interviews in Germany (n = 969) and Spain (n = 1,002) to investigate whether men actually want to know and how women would react to this desire. As a base line, Germans (Spanish) estimated that 10% (20%) of fathers mistakenly believe that they are the biological father of their child. Nevertheless, in both countries, only 4% of fathers reported that they had performed a DNA paternity test, while 96% said they had not. In contrast, among men without children, 38% (33%) of Germans (Spanish) stated they would do a DNA test if they had children, mostly without telling their partners. Spanish women with children would more often disapprove of a paternity test or threaten their husbands with divorce (25%) than would German women (13%). We find that a simple test of risk aversion, measured also by the purchase of non-mandatory insurances, is correlated with not wanting to know.
... These are exciting times for the psychedelic humanities. Psychedelic science is becoming increasingly heterogeneousthrough ever-more-sophisticated basic scientific research, the increasingly complex array of tactics and strategies by which industrial psychedelic science is producing both knowledge and ignorance (Proctor and Schiebinger, 2008), and more creative local psychedelic trial designs that strike the balance between controlled experimentation and real-world evidencing afresh as psychedelic medicine is normalized and barriers to entry for research are diminished. The psychedelic humanities will no doubt engage with all of this, but also find its own pathways, in search of new modes of flourishing in the intimacies of our relationships with and through psychedelic substances. ...
... Works in agnotology are mainly located in history of science, maybe because most Introduction 17 of the scholars who use the term and work in this field are historians of science (cf. Proctor and Schiebinger 2008). Some scholars try to relegate work on ignorance from epistemology to agnotology, but as I will argue in the next section, ignorance does belong with epistemology and not with agnotology. ...
... Pour ce faire, nous allons nous appuyer sur la notion d'agnotologie qui correspond à la production culturelle de l'ignorance (Proctor et Schiebinger, 2008). C'est une notion qui a en premier lieu servi à comprendre les efforts de l'industrie du tabac pour discréditer le lien de cause à effet entre les cigarettes et plusieurs maladies comme le cancer, lien que la plupart des recherches sérieuses (et indépendantes) mettaient en évidence. ...
... Ichd ankeA lexander Christian für den Hinweis auf Proctors Arbeit. 43 Proctor giltz usammen mit Londa Schiebinger als Begründer dieses Forschungsfeldes.R epräsentative Arbeiten verschiedener Agnotologen und zu weiterenThemen finden sich in Proctor und Schiebinger(2008) Risiken des Rauchens in Zweifel gezogen (Bedingunga )) und andererseits haben Oreskes und Conwaydetailliert aufgezeigt, dass sie dies mit sachfremden Motiven tat (Bedingungb )). Die Annahmel iegt nahe, dass das Wissenu md ie Möglichkeit solcher Handlungendie Wissenschaft,Politik und Bevölkerungwachsamer gegenüber der Tabakindustrie werden lässt und dass es hierdurch schwieriger wird, solche Handlungenerfolgreich auszuführen. ...
... They are unable, or, possibly unwilling, to understand that such privilege is not available to other, non-elite students. Of note is that the location of this agnotology (Proctor & Schiebinger, 2008) can differ. In some cases, elites' ignorance of their privileges can be seen as "innocent" because "knowledge has not yet penetrated" (Procter, 2008, p. 4) their understanding of "the other". ...
... In environmental policy and public health, scientists have described monitoring as a "co-evolutionary race" between researchers who seek knowledge and firms that seek to evade that research [19]. The threat to research validity from deliberate ignorance is so common that it is now the subject of a social science subfield on "agnotology" [51]. ...
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