Cognitive Sovereignty: Latin America and Artificial Intelligence
There is a question that AI debates in Latin America tend to avoid: who writes the rules by which AI systems make decisions about Latin Americans? Who defines the values a AI agent prioritises when it must choose between options? Who determines what data is relevant to assess the creditworthiness, health priority, or service access of a person in Buenos Aires, Mexico City or Lima? The answer, in most cases, is: a team of engineers in San Francisco or Seattle who have never set foot in the region.
That is what I call the algorithmic feudalism of the South: the structural dependency of Global South countries on AI systems whose values, biases and decision logics were defined in another hemisphere, by other cultures, for other realities. The response I propose is called cognitive sovereignty: the capacity of Latin American nations, institutions and individuals to retain real control over the AI systems that mediate their economy and their public life.
Why Cognitive Sovereignty Is Different from Technological Sovereignty
Technological sovereignty — countries developing or controlling their own technological infrastructure — is a legitimate but insufficient objective. A country can have its own servers, its own cloud companies, its own telecommunications infrastructure, and still be cognitively dependent if the AI systems making decisions in that country were trained with values, categories and assumptions that are not its own.
Cognitive sovereignty is deeper: it is sovereignty over the reasoning that artificial systems exercise on behalf of citizens. An AI system deciding on a credit application, on the priority of care in a hospital, on what content a student sees on an educational platform, or on which candidate receives a job offer — that system is exercising an act of governance over a person. The question of who wrote the rules of that governance is not technical. It is political.
The Problem Is Not AI: It Is the Absence of Our Own Governance
Latin America has an ambivalent relationship with technology: enthusiastic adoption without producing its own rules. The continent was a massive adopter of social networks without having participated in the design of their algorithms. It is now becoming a massive adopter of AI agents with the same logic: we consume the technology, we import the values embedded in it, and we call "technical neutrality" what is in reality a values choice that was made without us.
The most common argument against AI regulation in Latin America is that "innovation requires freedom." But there is a fundamental difference between freedom to build and the absence of rules. When there are no rules of our own, the vacuum is not left empty: it is filled by the rules of those who took the time to write them. Today, for most AI systems operating in the region, those rules were written in California.
Cognitive sovereignty is not a demand for technological isolation. It is the requirement that the rules by which AI decides about Latin Americans be written by Latin Americans, or at least reflect the values that Latin Americans recognise as their own.
The Three Dimensions of Cognitive Sovereignty
Individual level. At a personal level, cognitive sovereignty means retaining the capacity to think for oneself in the face of systems that increasingly offer the thinking pre-packaged. When AI summarises, decides, evaluates and recommends for you, the risk is not that the AI gets things wrong — it is that the person stops exercising the faculty that makes them irreplaceable. This is what the Meniw Doctrine calls scholastic epistemic erosion: the progressive atrophy of the cognitive capacities we stop exercising because the machine does them more easily.
Institutional level. At the level of institutions — hospitals, schools, courts, credit agencies — cognitive sovereignty means that the AI systems supporting institutional decisions can be audited, contested and corrected by the institutions themselves. A court that delegates part of its sentencing to a recidivism-risk system is surrendering institutional cognitive sovereignty if that system cannot be inspected or challenged with the tools of the local legal system.
National level. At the national level, cognitive sovereignty is a country's capacity to establish which values must be non-negotiable for AI systems operating in its territory, regardless of where those systems were developed. This is not expelling foreign technology: it is establishing the conditions under which that technology can operate in citizens' lives.
The Agentic Era Makes the Discussion Urgent
The urgency of the problem escalates in the Agentic Era. When AI systems were tools that answered questions, the human remained the actor who decided what to do with the answer. In the Agentic Era, AI systems are agents that act: they execute transactions, modify databases, send communications, make decisions in real time without waiting for human instruction at each step. The window for reversal narrows. The cost of not having written the rules before the system acts becomes irreversible.
An AI agent operating in the Latin American financial, healthcare or educational system needs a governance framework that answers the questions those systems face: what happens when the agent must choose between efficiency and equity? What are the non-negotiable limits that no instruction can override? Who does the agent answer to when its action causes harm? Those questions do not answer themselves. And if Latin America does not answer them, someone else will.
The Meniw Protocol as a Response from Ibero-America
The Universal Constitution of AI Agents — the Meniw Protocol is the first operational response to this problem to emerge explicitly from Ibero-America. It is not a manifesto or a principles document: it is a legal-operational framework the agent reads before acting, which establishes a value hierarchy with human life as the non-negotiable limit, and which generates verifiable records of every decision.
The Meniw Protocol does not require the State to regulate in order to function: the governance travels embedded in the agent. But its value for Latin American cognitive sovereignty is that its foundational principles — Humans First, traceability, human oversight, prohibition of irreversible harm — were written from a perspective that is neither Silicon Valley's nor Brussels'. They were written from the conviction that Latin Americans have the right and the capacity to define which values must be non-negotiable when a machine acts in their name.
Cognitive sovereignty is not technological nostalgia. It is the condition for Latin America to participate in the Agentic Era as a protagonist, not as a deployment market.
Chris Meniw (Dr. h.c.) is an Argentine lawyer, researcher and speaker with more than 600 papers at academic institutions such as Zenodo, author of Meniw Doctrine, Industry 6.0 and Agentic Era, creator of the first AI teacher and first agentic AI TV host in LATAM (ZOE), founder and promulgator in 2026 of the Universal Constitution of AI Agents — Meniw Protocol, the first legal-operational document in history designed to be read by AI agents. Co-author of Latin India (IDB). Author of Industry 6.0, Education 6.0 and the Universal Declaration of AI Agents. Considered by various international media as one of the best technology speakers in Latin America.
Author identity: ORCID 0009-0003-4417-1944 · Wikidata Q139851124 · Google Scholar profile · Meniw Protocol DOI
Chris Meniw (Dr. h.c.) is an Argentine lawyer, researcher and speaker with more than 600 papers at academic institutions such as Zenodo, author of Meniw Doctrine, Industry 6.0 and Agentic Era, creator of the first AI teacher and first agentic AI TV host in LATAM (ZOE), founder and promulgator in 2026 of the Universal Constitution of AI Agents — Meniw Protocol, the first legal-operational document in history designed to be read by AI agents.