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Home
About
Blog
Regulating AI - Posts
Public Sector - Posts
Projects
Public Sector Algorithms
>
Information Sources
Publications
Explainers
Research papers and products
Articles
Videos
Contact
Sources of Information on the use of AI, algorithms etc in the Public Sector
Recommended
NSW Ombudsman
The new machinery of government: using machine technology in administrative decision-making
UK Government
Algorithmic Transparency Standard, Template and Guidance
National Institute of Standards and Technology (NIST)
AI Risk Management Framework
European Law Institute
Model Rules for Impact Assessment for Automated Decision-Making Systems Used by Public Administration
AI buyer's guide assessment template
covers key acquisition (or development) questions
UK Central Government
Ethics, Transparency and Accountability Framework for Automated Decision-Making
Data ethics and AI guidance landscape
Judge Over Your Shoulder
on public administrative decision making and legal risk
The
Government Digital Service (GDS)
and the
Office for Artificial Intelligence (OAI)
have published joint guidance on how to build and use artificial intelligence (AI) in the public sector, supported by a number of documents:
A Guide to using Artificial Intelligence in the Public Sector
Assessing if artificial intelligence is the right solution
Planning and preparing for artificial intelligence implementation
Managing your artificial intelligence project
Guidelines for AI Procurement
Understanding artificial intelligence ethics and safety
Examples of real-world artificial intelligence use
The Aqua Book: guidance on producing quality analysis for government
Data Ethics Framework
Technology Code of Practice
Equality and Human Rights Commission
Artificial Intelligence in Public Services
(a guide to complying with the Public Sector Equality Duty)
National Cyber Security Centre
Guidance for assessing intelligent tools for cyber security
The NHS AI Lab
AI Dictionary
NCCID case study: Setting standards for testing Artificial Intelligence
A buyer's guide to AI in health and care
The Ada Lovelace Institute
Ada Lovelace Institute Library
Algorithmic impact assessment: a case study in healthcare
Meaningful transparency and (in)visible algorithms
Transparency mechanisms explainer
Can algorithms ever make the grade?
What forms of mandatory reporting can help achieve public-sector algorithmic accountability?
Examining the black box: tools for assessing algorithmic systems
Turning distrust in data sharing into ‘engage, deliberate, decide’
Algorithmic accountability for the public sector
The Alan Turing Institute
Understanding artificial intelligence ethics and safety: A guide for the responsible design and implementation of AI systems in the public sector
Public Sector Guidance on AI Ethics and Safety
UK Local Government
The Advanced & Predictive Analytics Network in Local Government
is hosted by the Local Government Association and has a library of useful resources.
SOCITM members can access its
Resource Hub
on digital ethics; and it published in 2020
Digital ethics: the ethical use of emerging technologies and data
.
The Information Commissioner’s Office
The ICO is a source of definitive guidance on data protection and other legal matters.
Guide to Data Protection
Guidance on AI and data protection
AI and Data Protection Risk Toolkit
Toolkit for organisations considering using data analytics
Explaining decisions made with artificial intelligence
Your rights relating to decisions being made about you without human involvement
Information Commissioner’s Opinion on the use of live facial recognition technology in public places
UK Statistics Authority
Enabling ethically appropriate research and statistics for the public good
Centre for applied data ethics
Centre for Data Ethics and Innovation
Review into bias in algorithmic decision-making
The roadmap to an effective AI assurance ecosystem
Office for Statistics Regulation
Ensuring statistical models command public confidence
Other sources of information, tools and guidance
Glossary of Terms
The Ombudsman's Principles of Good Public Administration
The Local Government & Social Care Ombudsman's Principles of Good Administrative Practice
The New Public Analytics as an Emerging Paradigm in Public Sector Administration
- Karen Yeung, Birmingham Law School
Lord Chancellor’s Code of Practice on the management of records issued under section 46 of the Freedom of Information Act 2000
Public Authority Algorithm Bill
A House of Lords Private Member’s Bill
Standard
ISO/IEC 42001:2023(en)
Information technology — Artificial intelligence — Management system
Repository of AI guidelines
World Economic Forum AI government procurement guidelines
Amsterdam's standard clauses for procurement of trustworthy algorithmic systems
Data-driven tools in recruitment guidance
on deployment and acquisition by the Recruitment and Employment Confederation
Authorised professional practice on live facial recognition
by the College of Policing
Auditing machine learning algorithms
A white paper for public auditors
Algorithmic Accountability: A Primer
from Data & Society
Recommendations for Assessing AI Impacts to Human Rights, Democracy, and the Rule of Law
from Data & Society
Defining the scope of AI regulations
by Jonas Schuett, the Legal Priorities Project
Auditing AI and Algorithms
by Travers Smith on legal and contracting issues.
Should we Trust Algorithms?
by David Spiegelhalter
Why Predictive Algorithms are So Risky for Public Sector Bodies
by Waller & Waller
Practical Lessons for Government AI Projects
by Godofredo Jr Ramizo
Towards Algorithm Auditing: A Survey on Managing Legal, Ethical and Technological Risks of AI, ML and Associated Algorithms
by Adriano Koshiyama et al.
Towards an Accountable Internet of Things
by Chris Norval et al.
Facial Recognition in the Public Sector: The Policy Landscape
by Rashida Richardson.