Analyze

At the height of the West African Ebola epidemic, West African governments and Mobile Network Operators (MNOs) were barraged with requests from international humanitarian and Western data analytics agencies to provide Call Detail Record data. This data could furnish the large-scale ambitions of data modelling to track and predict contagion. Despite its utility in tracking mobility and, as such, disease, CDR’s use raises many privacy concerns. In addition, embedded within a turn towards datafication, CDR technologies for surveillance embed specific ontologies of the data-focused society they emerge from. There is a false equivalence embedded in the relationship between humans and technology. The predominantly Western idea that one phone equals one person underlines the claim that CDR data accurately tracks distinct user movements, encoding a Western “phone self-subjectivity” (Erikson 2018). However, the refusal by some African actors to hand over sensitive mobile data to international agencies was met with forceful rhetoric of Africa’s moral obligation to comply—to forgo privacy rights in the name of ‘safety.’ The Ebola context reflects an emergent digitization of emergencies in the Global South, which is reshaping the way societies understand and manage emergencies, risk, data, and technology. The big data frenzy has seen a rising demand to test novel methods of epidemic/pandemic surveillance, prediction, and containment in some of the most vulnerable communities. These communities lack the regulatory and infrastructural capacity to mitigate harmful ramifications. With this emergence is a pivot towards 'humanitarian innovation,' where technological advancements and corporate industry collaboration are foregrounded as means to enhance aid delivery. In many ways, these narratives of innovation and scale replicate the language of Silicon Valley’s start-up culture. Surveillance of the poor and disempowered is carried out under the guise and rhetoric of care. In this scenario, market ideals and data technologies (re)construe social good as dependent on the “imposition of certain unfreedoms” as the cost of protection (Magalhaes and Couldry 2021). As big data technologies, they foreground a convergence of market logistics and global networks with existing and already problematic international humanitarian infrastructures (Madianou 2019). These convergences create new power arrangements that further perpetuate an unequal and complex dependency of developing countries on foreign organizations and corporations. Pushback against these data demands showcases competing notions of where risk truly lies. While resistance to data demands was at the state level, community responses to imposed epidemic regulations ranged from non-compliance to riots. These resistances demonstrated how the questions of ‘who and what is a threat?’ or ‘who and what is risky?’ and ‘to whom?’ experience shifting definitions in relation to these technologies as global, national, and community imaginaries are reinforced and reproduced as cultural, political, as well as biological units. 

Source

Akinwumi, Adjua. 2023. "Technological care vs Fugitive care: Exploring Power, Risk, and Resistance in AI and Big Data During the Ebola Epidemic." In 4S Paraconference X EiJ: Building a Global Record, curated by Misria Shaik Ali, Kim Fortun, Phillip Baum and Prerna Srigyan. Annual Meeting of the Society of Social Studies of Science.

(MNOs) were barraged with requests from international humanitarian and Western data analytics agencies to provide Call Detail Record data. This data could furnish the large-scale ambitions of data modelling to track and predict contagion. Despite its utility in tracking mobility and, as such, disease, CDR’s use raises many privacy concerns. In addition, embedded within a turn towards datafication, CDR technologies for surveillance embed specific ontologies of the data-focused society they emerge from. There is a false equivalence embedded in the relationship between humans and technology. The predominantly Western idea that one phone equals one person underlines the claim that CDR data accurately tracks distinct user movements, encoding a Western “phone self-subjectivity” (Erikson 2018). However, the refusal by some African actors to hand over sensitive mobile data to international agencies was met with forceful rhetoric of Africa’s moral obligation to comply—to forgo privacy rights in the name of ‘safety.’ The Ebola context reflects an emergent digitization of emergencies in the Global South, which is reshaping the way societies understand and manage emergencies, risk, data, and technology. The big data frenzy has seen a rising demand to test novel methods of epidemic/pandemic surveillance, prediction, and containment in some of the most vulnerable communities. These communities lack the regulatory and infrastructural capacity to mitigate harmful ramifications. With this emergence is a pivot towards 'humanitarian innovation,' where technological advancements and corporate industry collaboration are foregrounded as means to enhance aid delivery. In many ways, these narratives of innovation and scale replicate the language of Silicon Valley’s start-up culture. Surveillance of the poor and disempowered is carried out under the guise and rhetoric of care. In this scenario, market ideals and data technologies (re)construe social good as dependent on the “imposition of certain unfreedoms” as the cost of protection (Magalhaes and Couldry 2021). As big data technologies, they foreground a convergence of market logistics and global networks with existing and already problematic international humanitarian infrastructures (Madianou 2019). These convergences create new power arrangements that further perpetuate an unequal and complex dependency of developing countries on foreign organizations and corporations. Pushback against these data demands showcases competing notions of where risk truly lies. While resistance to data demands was at the state level, community responses to imposed epidemic regulations ranged from non-compliance to riots. These resistances demonstrated how the questions of ‘who and what is a threat?’ or ‘who and what is risky?’ and ‘to whom?’ experience shifting definitions in relation to these technologies as global, national, and community imaginaries are reinforced and reproduced as cultural, political, as well as biological units. 

Akinwumi, Adjua. 2023. "Technological care vs Fugitive care: Exploring Power, Risk, and Resistance in AI and Big Data During the Ebola Epidemic." In 4S Paraconference X EiJ: Building a Global Record, curated by Misria Shaik Ali, Kim Fortun, Phillip Baum and Prerna Srigyan. Annual Meeting of the Society of Social Studies of Science. Honolulu, Hawai'i, Nov 8-11.

Piecemeal approach to self-regulation forecloses more sweeping structural change as well as an actual check on power thru independent control over corporations

No real audit and no punishment for violating something like the UN Global Compact.

Since the CSR initiatives align with some of the infrastructure/development and personal goals of the village elites, it forecloses resistance to the mine and in fact has spawned violent defense of the mine by local people. 

Mistrust of the NGOs, who come in and out, and who the corporations have carefully targeted with smear campaigns, forecloses certain kinds of alliances that could have put a check on corporate power, but perhaps not improved the lives of the villagers in the way they wanted.

They see their environmental training as enlightening the backward locals who eat turtle eggs or fish in the reefs - so here they are helping the charismatic environment and helping the unknowing locals to preserve natural beauty. They wanted to provide waste management - they believe it’s helpful to the locals and it also would help with their distaste for trash at the beaches. The other CSR initiatives are portrayed as being forcefully demanded by the village elites and given as concessions to improve security, so the narrative of “help” to the locals is less prominent.

Their scientists have neutralized the environmental damage their practices do - defining tailings as nontoxic 

Enviro-rituals - (Gusterson) - -Flamboyantly lick, eat, bathe in the tailings - for media, on road shows… Rituals demonstrate but also produce their belief in the harmlessness - cites Geertz 1973 and Althusser 1971. This is also a kind of diversion - because maybe the tailings are not toxic to a human’s licking them, but they destroy the marine life the way they are dumped into the ocean, and they may react with other things in such a way that the end result is extremely toxic to humans, not to mention that it is certainly extinguishing a staggering amount of marine life by nature of crushing, before anything else 

Charismatic species - they hand-release sea turtles near a resort, very publically, a very feel-good moment that “Feels like social action”, and produce narratives of unenlightened locals being the ones bad for the environment because they eat turtles and turtle eggs - criminalize subsistence - attribute to poverty and ignorance, so they spend corporate $ on environmental education, and tell the kids that what their families do is bad. (The subsistence activities are often social - so people do them even if they can afford to buy food differently)

In-house corporate anthropologist - debunking the idea of the “ecological noble savage” as something first world activists made up - of course there are different ways to be ecologically-minded… 

Things that compete with mining corporations for resources or charismatic cases that are easily blamed on the mine are the environmental issues they talk about and they work to address - missing is greenhouse gas, for example. 

Claim they focus on Western corporations to get Western funding - claim they’re not transparent whereas corps have annual reports to shareholders. Various defaming of the NGOs - saying they are in the hands of “international anti-development” NGOs, that they infiltrate and only create illusion of local resistance, say their clear goal is “to bring international mining companies to their knees” - [which is almost funny]

Clandestine strategies: instead of suing, put the NGO on a watch list of bad/ non transparent NGOs, use the NGO as a workshop case study of bad NGO, held by a different cooperative and influential NGO that allies with the corporation secretly; op-eds “placed” into newspapers calling for regulation of NGOs

Basically turning transparency and accountability against the NGOs

Control of information flow - circulating the inaccurate NGO bulletin to rile up anger at the NGO - 

They define themselves as “environmentally friendly,” “good”, “moral”, “responsible” mining corporation, and their moral narrative is defined against these other groups in different ways: they have healthy competition with the backward mines (also “dinosaur”, will go extinct, they do blatant pollution and human rights violation), patronizing superiority for the poor Indonesians, and they straight up vilify the activist NGOs

Mine managers are proud of the mine and the environmental/ social/development projects, which they raise as evidence 

A lot of local groups want to take credit for attacking the activists - attacking the activists and defending the mine becomes morally sensible to many of these actors

Interestingly the narrative here is that village elites have used tactics, including violence, blocking roads, etc., to force the mining corporation to act as the state and provide patronage, goods, development in the material/infrastructural sense. The corporations use the CSR to quell their protesting. 

State gets demoted to one player of “multi-stakeholder” process in these voluntary self-monitoring/ self-regulating situations. Corps are rhetorically also just one player, but come to these events in force and drive the rhetoric, and in fact it’s all up to them what they actually do

In remote areas, the state doesn’t provide infrastructure and services so the mining companies become de-facto state in the provision of these things.

Three features described for CSR - 1) voluntary self-regulation, 2) articulating the value to the profit of doing CSR, and 3) strong ties to development industry 

Differing beliefs about what is development - the Infrastructure -centered development is out of style - now it’s about self-help, participatory, bottom-up - the former is associated with slow state and new is associated with certain types of CSR - tho not the wins that the village elites got in this case 

US foreign policy logic - applied to corporations - get security by giving aid/CSR boons to people - Security guards perform human rights training intensely - laminated cards around necks. → new and different forms of violence

Taking the offensive with PR firms that are doing CSR consulting plus clandestine research and “strategies for destroying NGOs” - with naked instrumentalism in their reports, not using words like “vulnerable, marginalized, underrepresented” - get personal dirt on people in NGOs - use words like “vocal, emotional, aggressive, passive, proactive, and cooperative but unclean” - p158 - also offers contract of clost to $1M for a big secret smear/boost campaign. Advise against suing because of “david and golaith” image. 

“The Project Green Shield report recommended turning public opinion against LOH (NGO that accused Newmont) by using Indonesian movements for NGO transparency and an NGO Code of Ethics.” 

Giving loans to their critics - it may not silence them fully but it discredits and makes them seem complicit/ hypocritical