Every translation returns the same three-part structure. The conclusion is always the same because the logic is always the same.
02 — Translations on Record
Case studies. The four translations above are illustrative sample outputs of the engine, constructed to demonstrate the schema — not reports of specific documented incidents. The institutions named are real entities; the causal attributions are interpretive structural claims about systemic logics, not quotations or statements attributed to those organizations.
How the Translation Works
The engine performs one operation: it relocates the cause of a private difficulty from the individual to the structure that produced it. The procedure is Marxist in a precise sense — it begins from the premise that the economic organization of production shapes the institutions, laws, and ideas layered above it, so a personal condition is read as an effect of that base rather than a personal failing.1
The three-part schema operationalizes this. Institutional agents are the named bodies whose ordinary functioning yields the condition — close to what Althusser called the apparatuses through which a social order reproduces itself.2 Systemic forces are the structural logics beneath those agents. The meta frame performs the move C. Wright Mills named the sociological imagination: converting a "personal trouble" into a "public issue."3
Limits: this is an interpretive lens, not a measurement. The output is deliberately structural and will, by design, return the same conclusion to most inputs — because the claim being illustrated is itself general. It explains conditions in terms of systems; it does not adjudicate any individual case, assign legal liability, or substitute for evidence about a specific event.
The Objection from Agency
The strongest objection is methodological. From the tradition of analytical Marxism and methodological individualism — Jon Elster's most sharply — a structural explanation that never descends to the choices of actual individuals explains nothing; it merely renames the outcome as the work of a "system." Without micro-foundations, the critic warns, structural analysis can dissolve human agency entirely, leaving no one who acted and no one who could act otherwise.4
We take the warning seriously and read it as a boundary rather than a refutation. The engine is built to answer a specific distortion — the relentless privatization of structural conditions, the reflex that reads "I can't afford groceries" as a personal budgeting failure. Against that, foregrounding structure is corrective. But the meta frame is careful: it says the experience is "not a personal failure," not that the individual is without agency. Restoring the system as a cause is meant to enable collective action, not excuse passivity — which is exactly the micro-level response Elster's critique demands we keep in view.
05 — Submit Your Experience
The engine accepts any personal statement of difficulty, scarcity, exhaustion, or inadequacy. The smaller and more private the input, the more instructive the translation tends to be.
You are not being analyzed. The system is.
1 Marx, Karl. Preface to A Contribution to the Critique of Political Economy, 1859 (base and superstructure); and Capital, Volume I, 1867.
2 Althusser, Louis. "Ideology and Ideological State Apparatuses (Notes Towards an Investigation)," 1970.
3 Mills, C. Wright. The Sociological Imagination. Oxford University Press, 1959 (the distinction between "personal troubles" and "public issues").
4 Elster, Jon. Making Sense of Marx. Cambridge University Press, 1985 (analytical Marxism and the demand for micro-foundations).
Method and apparatus follow the project's Research Standards.