jasongagne-git/sentinel: v1.0.0 — SENTINEL Initial Release

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

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Authors: Jason Gagne
DOI: 10.5281/zenodo.19032839
Cited by: 0

Abstract

SENTINEL v1.0.0 — initial public release of the behavioral drift measurement framework. Includes the full experiment toolkit (19 CLI tools), detection pipeline with 10 automated pattern detectors, and configurations from 40+ experiments across gemma2:2b and llama3.2:3b. Experiment database and findings knowledge base (89 findings, F-0001 through F-0089) attached as release artifacts.

Fields of Study & Subjects

Adversarial Robustness in Machine Learning Topic Modeling Ethics and Social Impacts of AI

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
15 March 2026
Language
EN