PROBabLE Futures: Probabilistic AI Systems in Law Enforcement
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probablefutures.bsky.social
PROBabLE Futures: Probabilistic AI Systems in Law Enforcement
@probablefutures.bsky.social
We are an RAi UK Keystone Project researching responsible AI in law enforcement. Visit our website for more information on the activities of our growing Research Group https://probablefutures.rai.ac.uk/
It’s always inspiring to see how much we can achieve when we come together with purpose.

Feeling proud to be part of a team that’s committed, thoughtful, and always moving forward.

#Teamwork #PROBabLEFutures #KeystoneProject #Collaboration #ResponsibleAIUK
November 6, 2025 at 1:52 PM
We’re looking forward to the insights Marion will bring to this important dialogue. #PROBabLEFutures #JUSTICEConference #HumanRights #AIethics #DigitalJustice #ResponsibleInnovation #NorthumbriaUniversity
October 31, 2025 at 10:07 AM
This conversation is central to PROBabLE Futures’ mission: supporting responsible innovation in public sector decision-making and ensuring that digital transformation aligns with ethical and legal standards.
October 31, 2025 at 10:07 AM
Marion will join a distinguished panel discussing AI and Human Rights, marking 25 years since the Human Rights Act came into force. The session will explore how emerging technologies challenge — and can also enhance — the protection of fundamental rights in justice systems.
October 31, 2025 at 10:07 AM
This impact can be looked at in twofold: internally, it will help relevant stakeholders connect the dots across stages of criminal justice; externally, it will build trust and accountability by making AI use visible to the public and oversight bodies.”
September 11, 2025 at 10:37 AM
In due course, our framework will be an essential resource for law enforcement officials, policymakers, regulators, academics, and civil society.
September 11, 2025 at 10:37 AM
Mapping these tools to the eight stages of the justice process allows us to see where they are being deployed and what kinds of decisions they influence, thereby bringing clarify to a fragmented landscape.
September 11, 2025 at 10:37 AM
(research.northumbria.ac.uk/probablefutu...) at the first UK AI Research Symposium in Newcastle. Grateful for the very engaged audience and the interesting discussions!
September 10, 2025 at 1:55 PM
This is just the start of a crucial conversation.
Let’s build a justice system where innovation serves rights—not replaces them.
#ResponsibleAI #LegalTech #StopAndSearch #Justice #AIethics #Policing #SpeculativeDesign #HumanRights #TechPolicy #AIandLaw
July 8, 2025 at 10:00 AM
With insights from legal scholars, civil society, and policing practitioners, we’re working toward a toolkit + policy guidance to help ensure AI is used responsibly, ethically, and legally—not just after things go wrong, but before deployment even begins.
July 8, 2025 at 10:00 AM
💡 Our takeaway: The growing use of AI in police evidence processing demands clear standards for auditing and handling—to protect fairness and reliability across the criminal justice system.
July 8, 2025 at 10:00 AM
Key questions we are exploring:
- Can AI-supported suspicion meet legal standards?
- What safeguards are needed before deployment?
- How do we ensure transparency, fairness, and accountability?
July 8, 2025 at 10:00 AM
At the Business and Law Research Conference (30 June–1 July), our PhD researchers (maybe names if they are happy with it) explored these complex tensions through a Legal + HCI lens—using speculative design to start a critical debate about the role of AI in policing.
July 8, 2025 at 10:00 AM