Search Results for: big data

Outbreak Mitigation at the Crossroads: Technical Expertise, Political Imperatives, and the Myth of John Snow

Outbreak mitigation always operates within a tension between technical expertise (lo técnico) and political imperatives (lo político). My conversations with epidemiologists in Guatemala over the past twenty-eight years have taught me that this dichotomy places a strain in their daily work that reaches its highest intensity during an outbreak. The essence of this challenge lies in what one seeks to mitigate. The technical prioritizes disease and its effects on population health while the political, in contrast, prioritizes certain social, economic, or political consequences of the epidemic’s spread. In their accounts of outbreaks, several of these epidemiologists have invoked the figure of John Snow, the English physician who in the nineteenth century investigated the causes of several cholera epidemics in London. I argue that Snow functions here not simply as a historical reference, but as a modern myth, one that offers clues for understanding how epidemiologists make sense of the persistent tension between technical expertise and political authority, especially when performing the work of mitigating outbreaks. Below I present examples of this dichotomy and references to Snow, whom I then analyze as a modern myth that offers clues for understanding the place of epidemiology in contemporary society. (read more...)

“Tech-ing” the “Justice Gap” and/or (Re)imagining Access to Justice in Africa

“What would we say if a health system did not cure 60 to 70 per cent of health problems properly? And I can tell you more, this gigantic justice gap affects more people in the world than some of the big diseases we all know and read about – malaria, HIV, and tuberculosis!” a speaker exclaimed at an international conference called “Tech the Justice Gap” in 2020. Drawing a comparison between healthcare and access to justice, he continued, “5.1 billion unmet justice needs,” emphasizing that the lack of access to justice requires greater international attention. (read more...)

Blood Circulation: Opening Up a Closed System

On any given day, at any given moment, blood flows through bodies, flesh and viscera, shaping our world from the inside out. The process is rather simple, I have been told: in the human body, blood is propelled by the heart, repetitively flowing from the right atrium and right ventricle, through the pulmonary system, into the left atrium, left ventricle, and aorta. It then unfurls into the rest of the body and back to our starting point, the right heart. (read more...)

Techno-Ethics and Feminist AI: What Role for an African Studies Approach to Science and Technology?

This post is inspired by the collaborative conceptualization of a workshop on African feminist AI held at ETHOS Lab in May 2025. It is deeply indebted to the ideas shared by the workshop organizers and participants. (read more...)

The Human Cost of Precision

In 2022, Microsoft CEO Satya Nadella’s son died at the age of twenty-six from a lifelong battle with cerebral palsy, a neurological disorder caused by birth-related brain damage. When in 2017, Nadella delivered a talk about the use of assistive artificial intelligence for people suffering from disabilities like CP, he was contacted by one his colleagues in Spain. Julián Isla, a software engineer at Microsoft, emailed Nadella out of a sense of resonance, because his own son suffered from a rare genetic epilepsy making him a parent of a child living with disability as well. Like Nadella, Isla was also motivated to think of the role of artificial intelligence in the assistance of other parents who, as he described, were on the “odyssey of diagnosis”. (read more...)

Engineering Through Stuckness

This article is the first in a series about stuckness in science and technology. Read the introduction to the series here. What might we learn from the experiences of tech professionals being stuck? How does stuckness come about and what do these moments represent? This post traces two stories from different worlds: an Indian NGO and an American Big Tech corporation. One follows Leena , an employee at InnovateTech, an Indian education technology (EdTech) NGO. The other follows Cody, a software engineer at Microsoft, working in the United States. On the surface, Leena and Cody have more differences than things in common. Their employers operate in very different cultural and technological contexts influenced by distinct economic and political machinations. Their everyday experiences as they move through the world, one as a brown woman, and the other as a white man, have significant contrasts. (read more...)

A Promise of Safety for Everyone, Anywhere, Any Time: The Panic Button, The City, and the Box

By the time panic buttons were installed in buses, taxis, and autorickshaws starting in 2012, their deployment in Delhi’s public transit vehicles had already been under discussion for some time. Policymakers and engineers had considered them as one among many measures available to address anxieties that movement through the public spaces of the city by these means was inherently and increasingly fraught with danger. In the case of autorickshaws, panic buttons where integrated directly into their fare meters as part of a new meter format introduced in 2012 – the Integrated Electronic Fare Meter (IEFM) – which sought to address broader suspicions about the commercial honesty and social morality of autorickshaw operators. The IEFM incorporated GPS receivers and SIM cards which allowed for the identification and transmission of locational data, with each IEFM linked to a centrally administered software platform to track and monitor each vehicle. (read more...)

(Seed) Cycling Toward a Crossroads: Menstrual Positivity and Hormone Practices Under Right-Wing Regimes

Over the past several years, menstrual and hormonal cycles have gained significant public attention across the US and Europe, concurrent with growing skepticism towards biomedicine and an idealization of the natural. From widespread rejection of hormonal contraceptives in favor cycle-based fertility tracking, to satirical social media trends around hormonal cycles, discourses around menstruation reflect a broader zeitgeist around naturopathic wellness. A constellation of women’s health advocates, right-wing influencers, and lay experts have helped to proliferate negative information around hormonal contraceptives, including testimonials about side effects and doubts about their safety. This has unfolded alongside a renewed embrace of non-pharmaceutically suppressed menstruation. (read more...)