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The Stack Inversion: On Algo-Centrism and the Complex Architecture of Automated Financial Securities Trading Systems 堆栈反转:论算法中心主义与金融证券自动交易系统的复杂架构
IF 3.1 2区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-08-05 DOI: 10.1177/01622439241269983
Kristian Bondo Hansen
In this article, I argue that devoting analytical attention to the natively technical concept of “the stack” can help re-sensitize studies of algorithms in Science and Technology Studies (STS) and adjacent fields to the depths of interdependence between different layers and elements of computational systems. Inspired by Bowker and Star's three-decades old methodological gestalt-switch concept of “infrastructural inversion,” I propose a “stack inversion” that seeks to mitigate “algo-centrism”—an overemphasis on algorithms and algorithmic action—by shifting focus to the relational practices and material politics of “stacking.” To demonstrate the analytical value of this stack inversion, I examine and discuss how software developers, data scientists, computer engineers, and other so-called “quants” working in the financial industry talk about and reflect on their own practices of devising and operating automated trading systems. The empirical material I analyze consists of 182 interviews conducted in the US and Europe with people occupying a range of different roles in financial securities trading and investment management. The article contributes to the burgeoning STS-informed literature on algorithms by proposing a conceptual-analytic move that allows for reflexive engagement with the material politics, opacities, and dependencies created in and around automated computational systems.
在这篇文章中,我认为对 "堆栈 "这一固有的技术概念投入分析性关注,有助于科学与技术研究(STS)和相邻领域的算法研究重新关注计算系统不同层次和元素之间相互依存的深度。受鲍克和斯塔尔三十年前提出的 "基础设施反转 "这一方法论格式塔转换概念的启发,我提出了一种 "堆栈反转",旨在通过将焦点转向 "堆栈 "的关系实践和物质政治,来缓解 "算法中心主义"--对算法和算法行动的过度强调。为了证明这种堆栈反转的分析价值,我研究并讨论了在金融业工作的软件开发人员、数据科学家、计算机工程师和其他所谓的 "经济人 "如何谈论和反思他们自己设计和操作自动交易系统的实践。我分析的实证材料包括在美国和欧洲进行的 182 次访谈,访谈对象是在金融证券交易和投资管理领域担任各种不同职务的人员。这篇文章提出了一种概念分析方法,允许反思性地参与自动计算系统及其周围所产生的物质政治、不透明和依赖性,从而为正在蓬勃发展的以 STS 为基础的算法文献做出了贡献。
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引用次数: 0
Dissolving Boundaries, Fostering Dependencies. the new Forensic Genetics Assemblage 消解界限,培养依赖。新的法医遗传学组合
IF 3.1 2区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-08-02 DOI: 10.1177/01622439241266055
Matthias Wienroth, Rafaela Granja
New and emerging forensic genetics technologies offer significant insight into personal information, changing the way that policing and criminal justice uses of such technologies are being considered and legitimized. In this article, based on data from Central and Western European countries and the United States of America, we analyze how the compounding, interdependent effects of four such technologies—massive parallel sequencing, forensic epigenetics, forensic DNA phenotyping, and forensic genetic genealogy—facilitate the dissolving of boundaries between forensic and medical, as well as between commercial and non-commercial domains. Mobilizing social epistemology and epistemic culture as dual analytical lens, we argue that we can witness the emergence of an increasingly complex forensic genetics assemblage, fostering dependencies between policing agencies, research scientists, and commercial companies. At the heart of this assemblage lies the transformation of central knowledge claims and distinct roles and responsibilities defining the legitimate application of genetics data and information in policing contexts. The dissolving of boundaries and deepening of co-dependencies within the assemblage encourage increased self-governance between the key stakeholders, to the detriment of the field's societal accountability and legitimacy. The discussion in this article provides a necessary starting point for reframing the discussion of forensic genetics’ governance.
新兴的法医遗传学技术为个人信息提供了重要的洞察力,改变了警务和刑事司法对此类技术的使用方式,并使之合法化。本文以中欧、西欧国家和美国的数据为基础,分析了大规模平行测序、法医表观遗传学、法医 DNA 表型分析和法医遗传系谱学这四种技术的复合、相互依存效应如何促进法医和医学之间以及商业和非商业领域之间界限的消解。利用社会认识论和认识文化作为双重分析视角,我们认为,我们可以见证一个日益复杂的法医遗传学组合的出现,它促进了警务机构、研究科学家和商业公司之间的依赖关系。这一集合体的核心是中心知识主张的转变,以及界定遗传学数据和信息在警务工作中合法应用的不同角色和责任。在这一集合体中,边界的消解和共同依赖的加深促使主要利益相关者之间的自我管理不断加强,从而损害了该领域的社会责任感和合法性。本文的讨论为重构法医遗传学治理的讨论提供了一个必要的起点。
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引用次数: 0
Trained Judgements Artificial Intelligence, Epistemic Tensions and the Production of Scientific Objectivity 训练有素的判断力 人工智能、认识论张力与科学客观性的产生
IF 3.1 2区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-08-01 DOI: 10.1177/01622439241262854
Giulia Anichini, Baptiste Kotras
In this paper, we investigate uses of AI (Artificial intelligence) in two distinct fields: radiology and prehistoric archaeology. We examine the normative tensions between the scripts encapsulated within the technology and pre-existing professional and epistemic cultures, as well as the situations in which mechanical objectivity fits with local norms. Through ethnographic observation and interviews in French field sites, we show how in radiology a specific definition of “normal” bodies, embedded within detection tools, conflicts with medical practice, and the way in which non-consensual knowledge in archaeology can challenge the prediction of soil occupation in a prehistoric site. We also highlight the conditions under which AI tools can adhere to certain epistemic norms and become part of professional practices in radiology and prehistoric archaeology. While in radiology AI is judged by its ability to close uncertainties without imposing binary categories, in prehistoric archaeology, its epistemic validity depends on mobilizing exogenous scientific data to increase researchers’ reflexivity about their practices and knowledge, suggesting new clues and explanatory paths. This article demonstrates the effectiveness of AI technologies is shaped by local constraints, and why their objectivity is not a given property but an emergent feature arising from specific contexts of use.
在本文中,我们研究了 AI(人工智能)在放射学和史前考古学这两个不同领域中的应用。我们研究了技术中包含的脚本与原有的专业文化和认识论文化之间的规范性紧张关系,以及机械客观性与当地规范相适应的情况。通过在法国实地进行人种学观察和访谈,我们展示了在放射学中,检测工具对 "正常 "人体的特定定义是如何与医疗实践相冲突的,以及在考古学中,未经同意的知识是如何对史前遗址的土壤占用预测提出挑战的。我们还强调了人工智能工具能够遵守某些认识论规范并成为放射学和史前考古学专业实践一部分的条件。在放射学中,人工智能的评判标准是其在不强加二元分类的情况下消除不确定性的能力,而在史前考古学中,其认识论有效性则取决于调动外源科学数据来提高研究人员对其实践和知识的反思能力,提出新的线索和解释路径。这篇文章说明了人工智能技术的有效性是由当地的限制因素决定的,也说明了为什么人工智能技术的客观性不是一种既定属性,而是在特定使用环境下产生的新兴特征。
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引用次数: 0
Scaling Up or Deep Scaling? Problematizing the Scalability Imperative in Technological Innovation 扩大规模还是深度扩展?技术创新中的可扩展性要求问题化
IF 3.1 2区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-07-26 DOI: 10.1177/01622439241259411
Brice Laurent, Alexandre Violle
This paper problematizes the obsession with “scaling up” that is visible in numerous technological domains. Using the case of hydrogen mobility projects in France, we identify a tension between a discourse of rapid scaling for nationwide deployment, and projects undertaken by local authorities and private companies who make small-scale experiments with hydrogen cars and charging stations more dense, by adding uses, actors, and technical functionalities. We use the term “deep scaling” to characterize the latter approach. By examining projects focusing on “ecosystems” of hydrogen mobility, we discuss the consequences of deep scaling for the geographic and economic extension. In this configuration, technologies are not expected to expand to vast territories by remaining the same at a bigger scale. Instead, they are attached to local sites and develop alongside them, which raises the issue of the connections between those sites. The analysis of deep scaling allows us to identify potential alternatives to ready-made discourses of scalability and contribute to the analysis of the politics and practices of scaling.
本文对众多技术领域对 "扩大规模 "的痴迷提出了质疑。通过法国氢能交通项目的案例,我们发现了在全国范围内快速推广的论调与地方政府和私营公司开展的项目之间的矛盾,后者通过增加用途、参与者和技术功能,使氢能汽车和充电站的小规模实验更加密集。我们用 "深度扩展 "来描述后一种方法。通过研究以氢流动性 "生态系统 "为重点的项目,我们讨论了深度扩展对地理和经济扩展的影响。在这种配置下,技术不会通过在更大范围内保持不变而扩展到广阔的地域。相反,这些技术会依附于当地站点并与之共同发展,这就提出了这些站点之间的联系问题。通过对深度扩展的分析,我们可以找出替代现成的可扩展性论述的潜在方案,并为分析扩展的政治和实践做出贡献。
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引用次数: 0
Observer 8: Outliers, Attention, and Situated Knowledge in a Qualitative Behavioral Assessment of Laboratory Mouse Welfare 观察员 8:实验鼠福利定性行为评估中的异常值、注意力和情景知识
IF 3.1 2区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-29 DOI: 10.1177/01622439241248499
Maisie Tomlinson
This article explores how an innovative animal welfare methodology (Qualitative Behavior Assessment) negotiates subjectivism and objectivism in its distinctive epistemology, as it strives to produce a certain kind of laboratory mouse—a complex, social subject. Through an ethnographic study of the development of a Qualitative Behavior Assessment (QBA) tool for laboratory mouse welfare, I show how QBA foregrounds the animal’s lived emotional experience by using qualitative language to assess their welfare, while also relying on statistical methods of validation. Drawing on Mol et al.’s understanding of care as something that parses, handles, and balances diverse “goods,” I argue that QBA practitioners’ care for the data must balance competing priorities and values. I take particular interest in what makes a “good” assessor as they transform between subject and object. When two observers are found to be outliers, with their divergent judgments marring the successful statistical validation of the QBA mouse tool, the situated nature of knowledge is brought to the fore. I argue that turning to the embodied practice of attention, as distinct from care, helps us understand why, and raises questions about the epistemic culture of conventional animal welfare science and the extent to which the human observer risks reification within QBA’s formal methodological practice.
本文探讨了一种创新的动物福利方法论(定性行为评估)如何在其独特的认识论中协商主观主义和客观主义,因为它致力于培养某种实验鼠--复杂的社会主体。通过对实验室小鼠福利定性行为评估(QBA)工具开发过程的人种学研究,我展示了定性行为评估如何通过使用定性语言评估动物福利,同时依靠统计方法进行验证,从而突出动物的生活情感体验。莫尔(Mol)等人将关爱理解为对不同 "物品 "的解析、处理和平衡,根据这一理解,我认为 QBA 实践者对数据的关爱必须平衡相互竞争的优先事项和价值观。当评估者在主体和客体之间转换时,我尤其关注如何才能成为 "好 "的评估者。当两名观察者被发现是异常值,他们的不同判断影响了 QBA 鼠标工具的成功统计验证时,知识的情景性质就凸显出来了。我认为,转而关注有别于照顾的体现性实践,有助于我们理解其中的原因,并对传统动物福利科学的认识论文化以及人类观察者在多大程度上有可能在 QBA 的正式方法论实践中被重新整合提出了疑问。
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引用次数: 0
The Trading Zones of Patient Participation: Public Issue Formation in Nondemocratic Situations 患者参与的交易区:非民主环境下的公共议题形成
IF 3.1 2区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-28 DOI: 10.1177/01622439241253943
Vlas Nikulkin, Olga Zvonareva
This article investigates public issue formation catalyzed by Russian patient organizations (POs) that aim to change healthcare rules and practices following patients’ needs and expectations. Drawing on the socio-ontological approach of science and technology studies, which posits that issues do not exist independently of efforts to address them, we identify three main stages of public issue formation in the studied situation: (1) from individual troubles to systemic problems, (2) from systemic problems to shared concerns, and (3) from shared concerns to public issues. Transforming individual troubles into public issues is neither easy nor straightforward. Yet, as the key actors in the process, POs use events like conferences and roundtables, and consultative spaces like public councils to engage with healthcare experts and state policymakers. We propose to view these events and spaces as trading zones. Facilitating public issue formation through trading zones where collaboration with other healthcare governance actors occurs without consensus over meanings and priorities, POs address suffering among patients in nondemocratic situations where expert knowledge dominates and public participation is generally unwelcome. The resulting issues are public in scope and capability of mobilizing action, yet articulated in a de-publicizing manner that conceals conflicting stakes and commitments.
俄罗斯患者组织(POs)旨在根据患者的需求和期望改变医疗保健规则和实践,本文研究了在这些组织的推动下形成的公共问题。科学技术研究的社会本体论方法认为,问题的存在与解决问题的努力无关,我们借鉴了这一方法,确定了所研究情境中公共问题形成的三个主要阶段:(1) 从个人问题到系统问题,(2) 从系统问题到共同关切,(3) 从共同关切到公共问题。将个人问题转化为公共问题既不容易,也不简单。然而,作为这一过程的主要参与者,参与组织利用会议和圆桌会议等活动,以及公共委员会等协商空间,与医疗保健专家和国家政策制定者进行接触。我们建议将这些活动和空间视为交易区。参与组织通过交易区促进公共问题的形成,在交易区,参与组织与其他医疗治理行为者开展合作,但未就意义和优先事项达成共识,参与组织在专家知识占主导地位、公众参与通常不受欢迎的非民主环境中解决患者的痛苦。由此产生的问题在范围和动员行动的能力上都是公开的,但其表达方式却不公开,掩盖了相互冲突的利害关系和承诺。
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引用次数: 0
Saved by the Moon: Imaginaries of Earthly Afterlife in Space 被月球拯救对地球人在太空中的来世的想象
IF 3.1 2区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-27 DOI: 10.1177/01622439241255733
Charlotte Kroløkke, Jonas Holm Larsen
Today, emergent space technology engages in visions of future off-world colonizing, while conservation technology is employed in ensuring the continuation of life on earth. In this article, we combine social science of outer space literature with biodiversity conservation work to analyze how utopian visions of off-world futures and dystopian visions of earth entangle in technoscientific future-making practices. Our case is the Lunar Ark, which is a proposed technoscientific project for a conservation base to be assembled inside the moon’s lava tubes comprising samples of the earth’s ecosystems. We investigate two interwoven imaginaries involving an imaginary of the Lunar Ark as a “reseeding of earth” and secondly, an imaginary in which the Lunar Ark becomes a platform for “escaping earth.” Based on scientific papers, web material, news articles, an interview with the head of the research group, and ethnographic observations, we conclude that the Lunar Ark engages with a speculative bioeconomy, wherein earth is imagined as an unstable and unfit protector of life. In contrast, the Lunar Ark emerges as a pan-humanitarian and maternal-like technoscientific environment.
今天,新兴的太空技术参与了未来外太空殖民的设想,而保护技术则用于确保地球生命的延续。在本文中,我们将外太空社会科学文献与生物多样性保护工作相结合,分析外太空未来的乌托邦愿景与地球的乌托邦愿景如何在技术科学的未来创造实践中纠缠在一起。我们的案例是 "月球方舟"(Lunar Ark),这是一个拟议中的技术科学项目,目的是在月球熔岩管道内建立一个保护基地,其中包括地球生态系统样本。我们研究了两种相互交织的想象,一种是将月球方舟想象成 "重新播种地球",另一种是将月球方舟想象成 "逃离地球 "的平台。根据科学论文、网络资料、新闻报道、对研究小组负责人的采访以及人种学观察,我们得出结论,月球方舟涉及一种投机性的生物经济,其中地球被想象为不稳定和不适合保护生命的地方。相比之下,"月球方舟 "则是一个泛人道主义的、母性的技术科学环境。
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引用次数: 0
Legal Repair: Domesticating European Legislation on Pig Welfare 法律修复:欧洲猪福利立法的本土化
IF 3.1 2区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-10 DOI: 10.1177/01622439241252239
Sebastian Billows, Marc-Olivier Déplaude
Our daily activities rely on a proliferating number of things that are subject to decay. As stressed in a growing body of literature, repair is critical to the smooth functioning of material infrastructure. However, this scholarship has overlooked a crucial dimension: things become fragile not only due to material degradation but also as a result of regulatory change. This article introduces the notion of “legal repair” to describe how, in the face of legal change, certain actors reassemble the material world. We elaborate on this concept through an analysis of the domestication of European Union (EU) animal welfare legislation by the French pig sector. While it was feared that stricter pig housing standards would fragilize the existing farms, pig farmers complied using technical systems that failed to significantly improve animal welfare. We analyze this domestication of EU legislation as a process of legal repair. Alongside the political work of the leaders of the pig sector, agricultural advisers also played a key role. Their work reveals the relational nature of legal repair: in the production of “local specifications” matching the demands of existing farming systems, in the negotiation of the finer points of the legislation, and in the redefinition of farming performance.
我们的日常活动依赖于越来越多的易损物品。正如越来越多的文献所强调的那样,维修对于物质基础设施的顺利运转至关重要。然而,这种学术研究忽略了一个重要的层面:事物变得脆弱不仅是由于物质退化,也是由于法规变化的结果。本文提出了 "法律修复 "的概念,以描述在法律变革面前,某些行为者是如何重新组装物质世界的。我们通过分析法国养猪业对欧盟动物福利立法的本土化来阐述这一概念。虽然人们担心更严格的猪舍标准会使现有的养猪场变得脆弱,但养猪业者使用的技术系统却未能显著改善动物福利。我们将欧盟立法的这一国内化过程分析为法律修复过程。除了养猪业领导人的政治工作外,农业顾问也发挥了关键作用。他们的工作揭示了法律修复的关系性质:在生产符合现有养殖系统要求的 "本地规格 "时,在协商立法的细微之处时,以及在重新定义养殖绩效时。
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引用次数: 0
Beyond Neural Connections: Using Strathern to Explore Knowledge-making at the Intersections of the Social and Neurosciences 超越神经连接:利用斯特拉森探索社会科学与神经科学交汇处的知识创造过程
IF 3.1 2区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-07 DOI: 10.1177/01622439241248923
Samantha Croy, Marilys Guillemin
This article considers how Marilyn Strathern’s work on Western knowledge conventions can usefully contribute to debates at the intersection of the social and neurosciences: first, to understanding the nature of work at this intersection; and second, to providing new avenues for interdisciplinary engagement. The neuroscience explosion in the 1990s and the early twenty-first century held out the promise of understanding increasingly complex phenomena in terms of the brain. As the neurosciences ventured into questions of human sociality, social scientists found it difficult to make meaningful contributions within the confines of conventional models of neuroscientific work. This highlighted the need for conceptual and methodological innovation. In this article, we illustrate how Strathern’s concept of the merographic connection, which conceptualizes the link between overlapping parts belonging to separate wholes, is a useful frame for thinking about the shared objects of the social and neurosciences. We show how her consideration of analogy as an apparatus bringing different domains together assists in understanding work in this area. With social science experiments in working with neuroscientists ongoing, Strathern’s work encourages precision about what is being brought into relationship in interdisciplinary encounters and prompts innovative thinking about what might productively be brought into association.
这篇文章探讨了玛丽莲-斯特拉瑟恩(Marilyn Strathern)关于西方知识惯例的研究如何为社会科学与神经科学交叉学科的辩论做出有益贡献:首先,理解交叉学科工作的性质;其次,为跨学科参与提供新途径。二十世纪九十年代和二十一世纪初神经科学的爆炸式发展为从大脑角度理解日益复杂的现象带来了希望。随着神经科学涉足人类社会性问题,社会科学家发现很难在神经科学工作的传统模式范围内做出有意义的贡献。这凸显了概念和方法创新的必要性。在这篇文章中,我们将阐述斯特拉森的 "经络学联系"(merographic connection)概念如何成为思考社会科学和神经科学共同对象的有用框架。我们将展示她如何将类比视为一种将不同领域结合在一起的工具,从而帮助理解这一领域的工作。随着社会科学与神经科学家的合作实验的不断进行,斯特拉森的工作鼓励人们在跨学科接触中准确地认识到什么是关系,并促使人们创新性地思考什么可以有效地联系在一起。
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引用次数: 0
The Active Form of Security: Technology and the Material-aesthetic Script 安全的主动形式:技术与物质美学剧本
IF 3.1 2区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-06 DOI: 10.1177/01622439241246183
Jonathan Luke Austin, Anna Leander
How are socially and politically controversial security practices materially-technologically scripted into our lives in ever-deeper ways? This essay proposes that acts of aesthetic design are at the heart of that process and are being deployed by technology corporations to “smooth” the diffusion of security practices, discourses, and politics across global space. To substantiate that claim, we make three moves. First, we propose an understanding of the “script” that returns to the roots of the concept in theater and the arts. That understanding stresses that our material-technological enmeshing is governed strongly by aesthetic and affective factors that operate through forms of resonance (rather that reason). In consequence—we argue—much of the power of technology conglomerates is linked to their capacity to harness these aesthetico-affective resonances. Second, we demonstrate this through a case study focused on the material-aesthetic design activities of Google, teasing out how it deploys aesthetic practices to extend its sociopolitical power. Third, we speculatively conclude by introducing the architect Keller Easterling’s concept of “active form” to show how conceptualizing scripts in aesthetic terms also provides insights into how security practices are diffused across global contexts, irrelevant contextual sociopolitical differences, and seemingly without any limit.
具有社会和政治争议性的安全实践是如何通过物质技术的方式越来越深入地融入我们的生活的?本文提出,美学设计行为是这一过程的核心,科技公司正在利用美学设计 "平滑 "安全实践、话语和政治在全球范围内的传播。为了证实这一说法,我们采取了三项行动。首先,我们提出了一种对 "剧本 "的理解,这种理解回归到了戏剧和艺术概念的根源。这种理解强调,我们的物质与技术的结合在很大程度上受到美学和情感因素的支配,这些因素通过共鸣(而非理性)的形式发挥作用。因此,我们认为,技术集团的力量很大程度上与它们利用这些审美-情感共鸣的能力有关。其次,我们通过对谷歌的材料-美学设计活动的案例研究来证明这一点,揭示谷歌是如何利用美学实践来扩展其社会政治权力的。第三,我们通过引入建筑师凯勒-伊斯特林(Keller Easterling)的 "活动形式 "概念,推测性地得出结论,说明从美学角度对脚本进行概念化,也能让我们深入了解安全实践如何在全球范围内扩散,与背景社会政治差异无关,而且似乎没有任何限制。
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引用次数: 0
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