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Argentina Unveils AI Initiative to Forecast Social Policy Outcomes

Argentina has launched an AI initiative named "Digital Twin" to forecast social policy impacts, but it faces criticism over execution flaws.

Daniel Kim
May 23, 2026 2 min read
Argentina Unveils AI Initiative to Forecast Social Policy Outcomes

Key Highlights

  • The Argentine government has launched the "Digital Twin" project to forecast social policy impacts before implementation.
  • A promotional video for the initiative was criticized for grammatical errors and the use of an AI-generated avatar of Minister Sandra Pettovello, along with Amazon AWS branding.
  • Opposition leaders are demanding more information about the initiative, while privacy advocates warn about the lack of governance, raising concerns over potential algorithmic surveillance.

The Argentine government has unveiled an ambitious project called the "Gemelo Digital Social" or "Social Digital Twin," which aims to leverage artificial intelligence to predict the outcomes of social policies. President Javier Milei introduced the initiative on Friday through a post on X, describing it as a significant shift in social policy.

The system is designed to create a real-time virtual representation of Argentine society by collecting data from various government and private sources. It utilizes AI to simulate scenarios, predict outcomes, and inform policy decisions dynamically.

The initiative seeks to transform Argentina from a "reactive state" that addresses social issues after they arise to a "predictive state" capable of modeling poverty, evaluating subsidy impacts, and tracking human capital development throughout individuals' lives.

While digital twin technology has been used in fields like engineering and urban planning, this is reportedly the first time it will be applied to social policy at a national scale. The government claims this system will consolidate data, recognize patterns, and forecast scenarios to enhance public intelligence by integrating information from multiple sectors, including health, income, education, and consumption.

Despite its ambitious goals, the rollout has faced public mockery due to errors in a promotional video. Critics pointed out grammatical mistakes and a lack of coherence in the presentation, which featured an AI-generated avatar of the minister. One user humorously noted, "It didn't predict the spelling errors," highlighting the discrepancies in the video.

Tech analyst Maximiliano Firtman criticized the project for its execution, stating, "Grammar and spelling mistakes, a fake minister presenting with holograms, and a poor speech. Incredible." This incident follows a recent controversy involving an AI-generated image of President Milei that went viral for its surreal appearance, suggesting the government's digital communications team is struggling with AI outputs.