Debate contribution: Public-sector Delivery
Debate contribution by Ms Michelle O'Neill on .
- MLA
- Ms Michelle O'Neill
- Party at the time
- Sinn Féin
- Date
- 16 February 2026
- Type
- Debate contribution (made as a minister)
- Business
- Oral Answers to Questions
- Heading
- Public-sector Delivery
- Assembly identifier
- Official Report component 5391336
Read the official Assembly record
Text
I concur with the Member. That is part and parcel of the strategy that we have been developing. We are very lucky that we have Helen McCarthy as the Chief Scientific and Technology Adviser. That role did not exist in the Executive Office before, but she is now fully in place. She has been working on the advances with other stakeholders, such as our universities and people in industry. The Member is absolutely right: technology is moving so fast that people find it frightening at times, and I understand that. I even see it myself when I try to keep up with some of the advances. Therefore, the guard rails are necessary, and the ethical element is necessary to ensure that the public can have trust in it. You need to be able to stand over data and things that are inputted to certain systems. The goal here is to improve how we deliver public services, to use AI for the betterment of the public and to have those very strong principles of fairness, responsibility, accountability and ethical responsibility around what we do. I assure you that we work with all our groups. As I said, we need to make sure that there is inclusion, particularly for rural dwellers, and that people have access to the internet and can use some of the tools that are becoming increasingly available.
229 words. Text as published by the Northern Ireland Assembly.
Assessment
Jev’s structured answers met the documented threshold for “not flagged”.
- Overall probability that the activity is being used to promote, exploit or escalate an identity-based controversy: 0.03 (flagging needs at least 0.70; at or below 0.30 is not flagged).
- None of the five culture-war criteria was met (each was below 0.60).
- Assessed as legitimate policy scrutiny (0.81).
- No identity-based framing was identified (1.00).
- The overall probability was at or below the not-flagging threshold.
This is an AI-generated assessment of the text, made against published criteria. It is not a finding of fact about the MLA or their intentions. The Assembly record itself is the fact.
Jev’s structured answers
| Question | Probability | Met? |
|---|---|---|
| Identity framing | 0.02 | No |
| Sectarian or communal antagonism | 0.02 | No |
| Cultural grievance politics | 0.02 | No |
| Dog-whistle messaging | 0.02 | No |
| Controversy escalation | 0.02 | No |
| Legitimate policy scrutiny | 0.81 | Yes |
| Overall judgement | 0.03 | At or below not-flagging threshold |
| Option | Probability |
|---|---|
| No identity-based framing (chosen) | 1.00 |
| Reports or questions it | 0.00 |
| Criticises or condemns it | 0.00 |
| Adopts it | 0.00 |
| Subject | Probability |
|---|---|
| No identity-related subject | 0.81 |
| Another identity-related subject | 0.12 |
| Sexism, misogyny, ageism and other equality groups | 0.04 |
| Gender, sexuality, abortion and related social issues | 0.02 |
| Flags, emblems, symbols, names and memorials | 0.00 |
Assessed 21 October 2026 at 14:53 UTC by jev-1.13.0 (requested as typesafe/jev) under rubric 2026.10-r9, methodology 1.9.
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