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researcher

Dan Birks

2 papers hereh-index 14 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

works on
ai governance 1ai safety 1general-purpose AI 1policing 1public sector AI 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.CY2026

Why Public Service AI Governance Frameworks Risk Failing in the Age of General-Purpose AI: Lessons from Policing

Sam Relins, Daniel Birks

The paper argues that existing AI governance frameworks for public services, particularly policing, are inadequate for general‑purpose AI such as large language models because trad…

cs.CL2026

Using Fine-Tuned LLMs to Identify Indicators of Vulnerability in UK Police Incident Logs

Sam Relins, Daniel Birks

Purpose: Understanding how much of routine policing involves vulnerable people could inform resourcing, training, and multi-agency response, yet administrative data provide limited…

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