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Government Issues New AI Guidelines for Public Service: Emphasizing Human Oversight and Banning Free Generative Models
The government has set guidelines for responsible AI use in public service, promoting helpful applications while ensuring security and human oversight. Free generative AI tools are discouraged due to privacy risks.

Government AI Guidelines: What Public Servants Need to Know
The Government has introduced a set of guidelines for responsible artificial intelligence (AI) use in the public sector. These guidelines clarify what AI applications are allowed and which are discouraged, aiming to support public servants while maintaining trust and security in public services.
Permitted AI Uses in Public Service
AI can be used for drafting documents, summarising reports, and assisting with translations. It’s also acceptable to generate new content such as text, images, audio, or video based on specific inputs. AI helps categorise data, analyse documents, detect anomalies, and supports medical diagnosis in healthcare.
Public Expenditure Minister Jack Chambers emphasized that expanding AI use is not about cutting jobs but about enabling public servants to focus on more meaningful tasks by automating repetitive work.
The guidelines stress the need for strong safeguards, human oversight, and data protection. Public servants must ensure AI systems are reliable, fair, inclusive, and transparent to users.
Current AI Applications in the Public Sector
- At St Vincent's University Hospital in Dublin, AI assists with heart ultrasound scans to reduce patient waiting times.
- The Revenue Commissioners use large language models to handle taxpayer queries more efficiently.
- The Department of Agriculture, Food and the Marine employs AI to detect errors in grant applications and speed up processing.
Dr Catherine Dempsey from the Department of Agriculture highlighted that AI has drastically shortened the time needed to identify potential data breaches—from weeks to minutes or seconds—improving both efficiency and security. Human oversight remains constant, ensuring AI functions as intended.
Why Free Generative AI Models Are Discouraged
The guidelines advise against using free generative AI tools like ChatGPT and DeepSeek within the public service. These tools lack appropriate management and oversight and pose significant risks, especially regarding data privacy.
Information shared with public AI models may be used for training purposes, which is why such tools are not recommended for official use.
Concerns Around Job Security
Public sector unions broadly support the guidelines but warn about potential job displacement. Fórsa, the largest public service union, pointed out that AI could threaten various skilled jobs. They suggest this shift should prompt discussions on worker benefits, such as trialling a four-day workweek.
At the Association of Higher Civil and Public Servants (AHCPS) conference, delegates called for strong AI governance and guaranteed human control over decision-making and performance assessments. They also support a multi-union approach to managing AI’s integration.
AHCPS General Secretary Ciaran Rohan noted AI’s positive role but stressed the importance of clear guidelines to protect workers and maintain human involvement.
Government’s Stance on AI and Jobs
Minister Chambers reassured that AI adoption is about shifting public servants away from repetitive tasks to more engaging work, not about reducing workforce numbers. The goal is to partner with workers, ensuring AI complements human input and improves public service delivery.
Given the strong union presence and protections in the public sector, any large-scale job impacts from AI are expected to occur in other sectors first.
Getting Ready for AI in Your Role
For government employees looking to develop their AI skills responsibly, exploring targeted courses is a practical step. Resources like Complete AI Training’s courses by job role offer relevant learning paths tailored to public service needs.
AI is here to assist, not replace. Staying informed and skilled in AI tools helps you adapt and thrive as technology becomes more integrated into daily public service work.