TAG ARCHIVE

privacy

1 MARIA OS blog articles tagged privacy, organized as a Bonginkan topic archive for search engines and LLM retrieval.

1 article|Published by Bonginkan

Responsibility Gates and AI Governance

Safety, accountability, fail-closed gates, auditability, and human-in-the-loop control for AI agents.

Multi-Agent Mathematics

Formal models for convergence, stability, game theory, graph dynamics, and multi-agent evaluation.

Evidence, RAG, and Knowledge Governance

Evidence bundles, retrieval architecture, Graph RAG, knowledge trust, and auditable reasoning pipelines.

Safety & GovernanceFebruary 16, 202628 min read

Gated Meeting Intelligence: Fail-Closed Privacy Architecture for AI-Powered Meeting Transcription

Designing consent, scope, and export gates that enforce data sovereignty before a single word is stored

When an AI bot joins a meeting, the first question is not 'what was said?' but 'who consented to recording?' This paper formalizes the gate architecture behind MARIA Meeting AI — a system where Consent, Scope, Export, and Speak gates form a fail-closed barrier between raw audio and persistent storage. We derive the gate evaluation algebra, prove that the composition of fail-closed gates preserves the fail-closed property, and show how the Scope gate implements information-theoretic privacy bounds by restricting full transcript access to internal-only meetings. In production deployments, the architecture achieves zero unauthorized data retention while adding less than 3ms latency per gate evaluation.

meeting-aiconsent-gateprivacyfail-closedtranscriptiongovernancedata-sovereigntygate-engine