Argentina launched artificial intelligence to predict the future. A typo cannot be predicted

Argentina Ministry of Human Capital He has a bold claim: he can predict the future of social policy using artificial intelligence. President Javier Miley announced the “Gemelo Digital Social” (which roughly translates to “Social Digital Twin”) initiative on Friday via X, calling it a “paradigm change in social policy.”

The ad concluded with “MAGA. VLLC!” – referring to Trump’s logo next to his own – so that no one would miss the political slogan.

The system, a “social digital twin,” is designed to serve as a virtual and dynamic replica of Argentine society. It ingests data from multiple government and private sources, then uses artificial intelligence to simulate scenarios, predict impacts, and improve policy decisions in real time.

The stated goal: to move Argentina from a “reactive state”—a state that responds to social problems after they happen—to a “predictive state” that could model poverty, track the effects of subsidies, and map human capital development from childhood to adulthood.

Digital twins are a well-established technology. They have been used in engineering, urban planning and infrastructure for many years – to simulate how a bridge will hold up under load, or how traffic will flow before a road is built. Government of Argentina Claims This will be the first time that this concept has been applied to social policy at the national level.

The system will collect data, identify patterns, project scenarios, and transform social expertise into what the ministry calls “general intelligence.” In practice: a central database drawn from government agencies and the private sector — health, income, education, consumption — fed through an AI model that tells policymakers what’s coming. Think of it as the weather forecast for poverty.

It is not an unprecedented idea in government. Decryption Reported in April 2025 The UK Ministry of Justice was secretly building an AI system to predict who might commit murder, suppressing mental health records, addiction histories and self-harm reports from more than 100,000 people. The program drew immediate comparisons to the novel and film by Philip K. Dick’s “Minority Report” sparked a firestorm over civil liberties.

Argentina’s stated goal is softer — social improvement rather than crime prediction — but the basic structure is similar: collect enough personal data and let an algorithm tell you what will happen next.

The Internet reacts

The vision was futuristic. It was not an execution.

the Promotional video Released to announce Digital twin It was full of errors that immediately attracted ridicule. At the 0:35 mark, an inset graphic shows “MULTIPLES FUENTES” – missing the obligatory accent on esdrújula múltiples. The biggest mistake appears at 0:54: a full-screen announcement that the system is “PRIMER SISTEMA QUE AYUDA PREDICIR EL FUTURO” – dropping the preposition “a” before the verb (which makes the whole thing sound weird in Spanish) and misspelling “predecir” as “predicir.”

A digital twin system that promises to predict the future cannot predict any typo.

“He didn’t predict the misspellings.”

Developer and tech commentator Maximiliano Vertmann rated the complete embarrassment: “Grammar and spelling errors, fake minister presenting holograms, Singaporean flags, Amazon AWS logo, terrible speech. Unbelievable.”

Fits the style. A few weeks ago, an official photo of Milli was on his desk in Casa Rosada (Presidential Palace). It went viral Because through the window behind him Casa Rosada appeared again. AI-generated image of a president, inside a palace, looking at the same palace. The Presidency’s digital communications team faces a recurring problem with unsupervised AI output.

Political backlash arrived quickly. Opposition Senator Agustín Rossi submitted an official request for information demanding transparency about the program’s legal framework, data protection, and guarantees of citizens’ rights. “The future cannot be citizen surveillance,” Rossi said Written on X. Miley’s government – which did this She faced frequent scrutiny On its relationships with tech operators since the Libra meme scandal – it has not addressed the governance issue publicly.

Privacy experts went further. The comprehensive collection of real data on Argentine citizens legally requires strict anonymization protocols. No such framework has been announced.

Analyst Julian Rowe At the structural level: “Argentina will serve as a laboratory rat for analyzing how society works when algorithms classify citizens by risk, productivity, or behavior. From today, Argentina is moving from social policies based primarily on human decisions to automated prediction systems fueled by artificial intelligence and big data.”

“It sounds futuristic and efficient. The thing is, this sounds like any authoritarian technocrat’s wet dream,” wrote political analyst Pablo Muñoz Iturreta.

A formal information request from Senator Rossi remains pending. The Ministry of Human Capital did not clarify details about the video errors or the data management framework under which the system would operate.