Artificial intelligence from a law enforcement perspective
This Council of the European Union presidency note reviews artificial intelligence from a law enforcement perspective, highlighting discussions around internal security and the draft AI Act. It details Europol's practical support capabilities, including a new technical sandbox environment for developing and training AI models on operational data. It also examines the impact of Large Language Models and outlines the Accountability Principles for Artificial Intelligence (AP4AI) framework for policing, security, and justice.
Summary and content fields are drawn from the document text and are pending editorial review.
Who issued it
Who it governs
Delegations, law enforcement authorities, and internal security practitioners in EU Member States looking to understand AI opportunities and safeguards.
What the document contains
The document covers law enforcement perspectives on artificial intelligence, Europol's sandbox environment for AI development, the criminal abuse and investigative benefits of large language models, and the AP4AI accountability framework for policing.
It does not provide binding legislative rules, strict legal definitions, or technical specifications for developing AI models outside of Europol's operational scope.
- Europol is establishing a technical sandbox environment to allow Member States to develop, train, and validate AI models on operational data.
- Large Language Models like ChatGPT pose risks regarding criminal abuse such as fraud, social engineering, disinformation, and cybercrime, but also offer investigative benefits.
- The AP4AI project provides a comprehensive Framework for AI Accountability for Policing, Security and Justice based on 12 principles.
- A web-based self-assessment tool was launched to help practitioners evaluate their compliance with accountability principles.
1. Introduction 2. Europol’s practical support capabilities 2.1 Europol sandbox environment 2.2 ChatGPT – The impact of Large Language Models (LLM) on Law Enforcement 2.3 Accountability Principles for Artificial Intelligence (AP4AI) 3. Questions for discussion
How it scores
Each score is backed by a quote verified against the document text. Editorial review has not yet confirmed them.
Human Dignity
1/5Respect for the inherent worth of persons
while at the same time these tools pose challenges in relation to fundamental rights.
1. Introduction
screening score · 2026-10-23
Human Oversight
0/5Humans remain in control of consequential decisions
screening score · 2026-10-23
Privacy
0/5Protection of personal data and private life
screening score · 2026-10-23
Transparency
0/5Openness about how AI systems work and are used
screening score · 2026-10-23
Enforcement
0/5Consequences and compliance mechanisms with real force
screening score · 2026-10-23