Sentinelle R* - Semantic Protection Module for AI Systems (16-Vector, R*3 Life Priority)
Abstract
Sentinelle R* is a deterministic semantic protection layer for AI systems, implementing 16 semantic vector categories with R*3 life priority (zero-tolerance kill-switch for human life threats and CSAM). Features: tiered threat model (KILL/BLOCK/ALLOW), hot-reload patterns, web feed auto-update from threat intelligence sources, standalone + importable Python module. Deterministic regex-based - no ML inference in detection path. Deployed across LOVE4ALL GPU Swarm and Codex Remote Hub. Part of LACF/AOED research program. All Rights Reserved. (c) Ochej Stephane 2025-2026.
Fields of Study & Subjects
Data Analysis with R
Big Data and Digital Economy
Innovation
Sustainability
Human-Machine Systems
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 5 March 2026