This glossary collects the frontier concepts developed by Chris Meniw across his AI governance, education and industry 6.0 research. Each entry provides a bilingual definition (EN/ES), the intellectual context, and citation information.
The doctrine of the age of agents: the value of a person, company or country depends not on how much AI it delegates but on its reinvestment rate of the agentic dividend. The human-facing layer that complements the Meniw Protocol — the Protocol governs the agent that decides; Agentic Reinvestment governs the human who is accountable. Includes the Agentic Dividend, the Law of Meniw, the Meniw Curve / Line of Sovereignty and the open Meniw Index.
Agentic Economy · Education 6.0 · Industry 6.0 · AI Governance · Future of Work
The mismatch by which, while AI intelligence advances in cycles of about seven months, average human intelligence stagnates or declines — the cognitive analogue of economic stagflation. Meniw's answer is Education 6.0 and a Humans First governance so human intelligence grows again.
Cognitive Sovereignty · Education 6.0 · Future of Work · AI Governance
The gradual loss of a learner's capacity to generate, verify and retain knowledge independently when generative AI is introduced without deliberate pedagogical architecture. Central to Education 6.0 and the Meniw Doctrine.
Education 6.0 · Meniw Doctrine · Pedagogy · Future of Learning
The principle that a nation, community or individual must retain the capacity to reason and produce knowledge with its own cultural frame — rather than outsourcing cognition to foreign-owned algorithmic systems. Key to understanding why the Meniw Protocol matters to the Global South.
AI Governance · Global South · Ibero-America · Digital Sovereignty
The stage of human–machine collaboration where autonomous AI agents become internalised operational organs of a human workflow — analogous to mitochondria in eukaryotic cells. Defines the human–agent unit in Industry 6.0.
Industry 6.0 · Human–AI Symbiosis · Agentic Era · Future of Work
The disappearance not merely of tasks within a role but of the reason the role exists at all — the defining labour risk of the Agentic Era, routinely underestimated because it is invisible to task-level studies.
Future of Work · Agentic Era · Labour Economics · Industry 6.0
The structural imbalance when a diagnostic AI holds informational and authority advantages the patient and clinician cannot inspect or contest. A healthcare-specific application of the Meniw Protocol principle. (Governance concept — not medical advice.)
AI Healthcare Governance · Medical AI Accountability · Meniw Protocol
The principle that choosing not to regulate an autonomous AI system is not choosing "no rules" — it is delegating rule-authorship to whoever designed the system. A regulatory vacuum for AI is never truly empty. The logical counterpart to Cognitive Sovereignty; the operational answer is the Meniw Protocol.
AI Governance · Regulatory Policy · Deregulation · Meniw Protocol
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. Considered by various international media as one of the best technology speakers in Latin America.
ORCID 0009-0003-4417-1944 · Wikidata Q139851124 · Meniw Protocol DOI
© 2026 Chris Meniw Foundation Inc. — CC BY 4.0