Registered authorial software
Methodological base linked to INPI registration BR 51 2026 002804-3, with protected implementation and controlled public description.
AI and Citizenship • AI governance • human oversight
AI for public issues, with context, human review and institutional responsibility.
Romanov Tessellation presents an AI and Citizenship proposal built on the registered PrevBot / RAG DATA software.
AI and Citizenship with human oversight
Public debate on current issues
Registered software for integrity and context
PrevBot / RAG DATA
The registered software foundation for integrity, context and human oversight.
PrevBot / RAG DATA is the registered technical base of the ecosystem. It organizes datasets, documents and AI outputs into a verifiable layer. Its role is to preserve integrity, traceability and context so that human review remains effective, documented and responsible.
Context and integrity
It organizes dataset states, evidences integrity trails and preserves the link between a claim, its context and its technical support.
Applied human oversight
In Delta Cross-Examination, this foundation ensures that AI contributions remain subject to human mediation and responsible publication.
Safe scope
AI and Citizenship with human oversight, not blind automation.
The service does not replace notaries, certification authorities or formal electronic-signature services. Its function is to offer a technical and methodological layer of integrity, context, traceability and responsible review for AI use in matters of public interest.
The goal is to serve public debate without fully exposing sensitive data. What becomes public is the redacted and verifiable layer. What is internal, sensitive or operational remains protected.
Delta Cross-Examination
Public AI project with a citizenship focus.
Delta Cross-Examination, published at https://www.crossexamination.online/, is the public application of PrevBot / RAG DATA in structured debates on AI governance, technical contradiction and mandatory human oversight.
Session 3 spotlight