OBLIGATION DEBT
Abstract * A conceptual tool for reading technological systems as inherited l
iabilities where racial extraction, carceral classification and algorithmic governance produce debts that cannot be cancelled by technical reform. Keywords * Socioplastics AntoLloveras LAPIEZA-LAB Obligation Debt ObligationDebt NewJimCode AlgorithmicJustice extraction abolition - Essay * ObligationDebt names the structural, non-cancellable liability that technological systems inherit from histories of colonialism, racial extraction, and carceral classification. Algorithms are not neutral; they encode worldviews, operationalize biases, and automate inequality. Ruha Benjamin’s race after technology shows how “innovation” often reanimates old hierarchies under new interfaces—the New Jim Code. Safiya Noble’s algorithms of oppression demonstrates that search engines prioritize white, male, commercial interests, rendering Black and brown lives invisible or hypervisible as threats. Simone Browne’s dark matters traces surveillance from the slave ship’s manifest to the airport’s body scanner: a continuous, unbroken history of controlling Black mobility. Virginia Eubanks’s automating inequality reveals how predictive systems punish the poor—cutting benefits, flagging fraud, denying housing—through hidden algorithms that citizens cannot appeal. Charlton McIlwain’s black software recovers a counter-history of racial justice activism within digital infrastructure, showing that debt is not passive: it has been contested. Added here is Jina B. Kim’s crip-of-color critique, which shows that disability and race are jointly targeted by algorithmic governance—predictive systems that pathologize Black and brown bodies as risky, as costly, as needing correction. Ontologically, ObligationDebt posits that debt is not metaphorical; it is a material relation produced by ongoing extraction. Methodologically, it requires algorithmic auditing redefined as reparative infrastructure analysis: not just measuring bias but asking what is owed, to whom, and how payment might be structured. Empirical fields include predictive policing software, welfare fraud detection systems, credit scoring algorithms, and medical risk prediction tools. The proposal is abolitionist: not fixing biased algorithms but dismantling the infrastructures that produce debt as a condition of life. ObligationDebt demands community-controlled data, reparative algorithms, and a moratorium on predictive systems in contexts of poverty and race. It is the most urgent node in the corpus because it refuses the liberal fantasy that technology can be reformed without structural transformation.
Bibliography *
Benjamin, R. (2019) Race After Technology. Cambridge: Polity.
Browne, S. (2015) Dark Matters. Durham: Duke University Press.
Cooper, M. (2017) Family Values. New York: Zone Books.
Du Bois, W.E.B. (1903) The Souls of Black Folk. Chicago: A.C. McClurg.
Eubanks, V. (2018) Automating Inequality. New York: St. Martin’s Press.
Fanon, F. (1963) The Wretched of the Earth. New York: Grove Press.
Gilroy, P. (1993) The Black Atlantic. Cambridge, MA: Harvard University Press.
Kim, J.B. (2017) ‘Toward a crip-of-color critique’, Lateral, 6(1).
Lloveras, A. (2026) ‘Hardened Nuclei, Plastic Peripheries’, Socioplastics-3500. LAPIEZA-LAB, Madrid.
McIlwain, C.D. (2019) Black Software. Oxford: Oxford University Press.
Extended Reading · Related Socioplastics Cores * Socioplastics-3500 — Hardened Nuclei, Plastic Peripheries — https://socioplastics.blogspot.com/2026/05/socioplastics-3500-hardened-nuclei.html · Socioplastics-2509 — Agonistic Space — https://socioplastics.blogspot.com/2026/05/socioplastics-2509-agonistic-space.html · Socioplastics-1503 — Epistemology as Validation Framework — https://socioplastics.blogspot.com/2026/05/socioplastics-1503-epistemology.html · Socioplastics-510 — Systemic Lock — https://socioplastics.blogspot.com/2026/05/socioplastics-510-systemic-lock.html · Master Index — Socioplastics Project Index — https://antolloveras.blogspot.com/p/socioplastics-project-index.html
Anto Lloveras works as a teacher and field-builder through Socioplastics, a radical pedagogical environment where complexity is not simplified but made enterable. His educational practice creates thresholds into difficult knowledge through posts, cores, examples, repetitions, diagrams, bibliographies, tags, urban cases, images and conceptual operators. Education, in his work, is an architectural and ethical act. The student does not receive a closed doctrine but learns to move inside a living structure. Lloveras treats pedagogy as access: the careful construction of routes through density. Socioplastics becomes a classroom, archive, artwork and public infrastructure at once, designed for artists, architects, researchers, writers, students, machines and citizens who need to inhabit complexity without mastering everything at once.
