🔍 Read the full analysis: Europe’s Governments Are Letting AI In: 25,000 Jobs, Asylum Files And 90,835 Bot Replies on ThorstenMeyerAI.com
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TL;DR
A Dutch government plan estimates about 25,000 fewer central-government full-time jobs by 2035, while listing AI as one of several possible efficiency tools and warning against overstating its effect. In Britain, a rights group says Home Office checks found errors in AI-generated asylum interview summaries; a separate review flagged 90,835 responses to a 2023 health consultation as bots. Sweden, meanwhile, blocked public ChatGPT and Claude on government staff computers.
European governments are using, scrutinising and restricting artificial intelligence in public services, with recent developments spanning a Dutch plan for about 25,000 fewer central-government jobs by 2035, UK use of AI tools in asylum casework and a Swedish block on public ChatGPT and Claude for government staff. The cases show AI’s potential reach into employment, immigration decisions and public consultation, while leaving questions about accuracy, transparency and oversight.
The Netherlands’ October 26 progress letter estimates that reductions in central-government running costs could translate into roughly 25,000 fewer full-time positions. The figure is described in the letter as a rough estimate. The savings target rises from €901 million in 2027 to €3.49 billion a year from 2035. The government lists AI among several possible tools, alongside simpler rules, shared desks, standardised information technology and joint purchasing.
The Dutch letter also cautions against attributing the planned job reduction to AI alone. It says previous digitalisation and automation did not deliver promised savings in staffing and costs, and warns against overestimating AI’s employment effect. The cabinet plans to publish AI targets and savings plans in the first quarter of 2027. Police and defence are exempt from the cuts, according to the source report.
In Britain, the Home Office uses two generative AI tools in asylum casework: one summarises interview transcripts and another searches official country information. Open Rights Group (ORG), a digital rights organisation, says a Home Office spot check found that 15% to 22% of 203 summaries were inaccurate or incomplete, compared with 9% in a 2025 pilot. ORG also says only about 0.3% of summaries were checked. The Home Office says trained caseworkers make decisions and the tools do not decide asylum claims.
A separate UK health consultation received 118,756 replies in 2023. The health department identified 90,835, or 76%, as bot submissions and excluded them, according to the report. It says the consultation’s result changed when those submissions were removed. Sweden’s Government Offices blocked browser versions of ChatGPT and Claude on staff computers from October 26; staff are directed to approved tools instead. The source describes this as a restriction on specific public services, not a ban on AI.
Infographic 01 · The Netherlands
25,000 fewer civil servants. AI is one tool, not the reason.
The driver is a budget cut. The government plans to use AI, and warns against expecting too much from it.
The cut grows every year
Cuts to the running costs of central government, € billion per year.
Police and defence are exempt. Many organisations face about 20% fewer staff, some up to 45%.
Where the money must come from
The letter’s own split of the cut.
AI is one of several tools inside both parts, next to simpler rules, standard IT, shared desks and joint purchasing.
AI in the plan
- “Ambitious targets and savings plans” for AI in Q1 2027
- Purchasing to examine “systematically” where AI fits
- Conditions: security, data quality, sovereignty
Also in the plan
- At least 500 rules a year scrapped or simplified
- One desk per two employees
- Fewer advisory bodies (28 councils, ~150 committees)
The letter’s own warning
- Past digitisation did not deliver the promised staff cuts
- It brought new tasks and more contractors
- Cuts may affect service and continuity
“Do not overestimate the staffing effects of digitalisation and AI.”Lesson 2 in the Dutch government’s own letter, 26 Oct 2026 · translation: Thorsten Meyer
Sources: BZK, Voortgangsbrief Slagvaardige Overheid + annex, 26 Oct 2026; Rijksoverheid news release, 26 Oct 2026. 25,000 ÷ 160,016 ≈ 1 in 6 and bar scaling: Thorsten Meyer.
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AI Reaches Jobs and Asylum Decisions
These developments concern more than the adoption of new software. The Dutch plan links efficiency policy to the size of the public workforce, but the government’s own warning indicates that AI is only one possible lever and may not produce the savings assumed by advocates. The scale of the proposed reduction makes it important to distinguish the overall budget target from jobs directly attributable to automation.
The UK asylum case illustrates a different risk: AI-generated summaries may affect how officials handle evidence supplied by people seeking protection, even if the tool does not formally make the decision. ORG says applicants are not specifically told AI was used and cannot review or correct the summary. The reported error rates and low checking level raise questions about safeguards, while the Home Office’s position is that caseworkers remain responsible.
The bot-flagged consultation replies point to another governance problem: public agencies must distinguish genuine participation from automated submissions. Excluding a large share of responses can alter the apparent balance of public opinion. Sweden’s restriction, by contrast, highlights how governments may limit staff use of consumer AI services over procurement and data-handling concerns, while continuing to allow approved alternatives.
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Three Different Uses of Public AI
The Dutch figure comes from a progress letter sent to parliament on October 26 by State Secretary Eric van der Burg. The covered ministries, inspectorates and agencies employed 160,016 full-time equivalents on December 31, 2025, according to the letter. The planned savings are government-wide budget measures; the stated job figure is an estimate of their possible staffing effect, not a count of positions already eliminated.
ORG published its account of the Home Office tools on October 12, after six months of parliamentary questions and freedom-of-information requests, as described in the source material. The tools use OpenAI models through Microsoft’s Azure cloud, according to documents ORG obtained. The source says the policy-search tool reached all decision-makers in July 2025 and the summary tool reached all caseworkers in April 2026. It also says neither tool appears in the UK algorithmic transparency register.
The European Union’s AI Act classifies AI used in asylum decisions and access to public services as high-risk, according to the source. It reports that, following this year’s “digital omnibus,” the relevant duties are due to begin on December 2, 2027, rather than in 2026. That timetable provides a regulatory backdrop, but it does not by itself resolve how the UK Home Office tools are governed or how the national measures will be applied.
“Do not overestimate the staffing effects of digitalisation and AI.”
— The Dutch government progress letter
Errors and Oversight Remain Unsettled
The Dutch estimate does not specify how many jobs, if any, would be removed specifically because of AI. The government has yet to publish the promised AI targets and savings plans, and the letter says some of the required savings will depend on decisions about which activities the state stops carrying out. The final staffing effects and timetable may differ from the rough estimate.
For the UK asylum tools, the source does not establish how often summaries contain consequential errors or whether those errors have affected individual decisions. The Home Office’s spot check covered 203 summaries, while ORG’s estimate of monthly caseloads suggests a much larger volume of use. The department’s full checking method, the applicants’ means of challenging a summary and whether the inspector will formally investigate remain unclear. The source says the Independent Chief Inspector of Borders and Immigration asked ORG for more information while planning next year’s inspections, but did not confirm a probe.
The consultation report gives the number and share of replies flagged as bots but, in the material provided, does not explain the department’s detection method or how it validated the classification. It also does not provide enough detail to assess the underlying consultation responses independently. Sweden’s account does not specify how long the restrictions will remain in place or which approved tools staff can use.
Government Plans and Reviews Ahead
The Netherlands is expected to release its AI targets and savings plans in the first quarter of 2027. Those documents should clarify which services may use AI and how the cabinet expects technology to contribute to budget reductions, alongside other changes to government operations.
In Britain, the next relevant development may be the Independent Chief Inspector of Borders and Immigration’s planned inspections next year. The source reports that the inspector requested further information from ORG, but there is no confirmed investigation at this stage. Further detail on the Home Office’s checking practices, transparency register and safeguards for applicants would help clarify how the tools are monitored.
The EU AI Act duties cited in the report are scheduled to take effect on December 2, 2027. In the meantime, the specific rules and oversight applied to each system, along with the outcomes of any future inspections or government reviews, remain to be established in the material available.
Key Questions
Is the Netherlands cutting 25,000 jobs because of AI?
Not according to the government letter as described in the source. It estimates about 25,000 fewer full-time positions as the possible staffing effect of broader cost reductions. AI is one tool among several, and the letter warns against overestimating its role.
Does AI decide UK asylum claims?
The Home Office says trained caseworkers make every decision and that its AI tools do not decide claims. One tool summarises asylum interview transcripts; another searches official country information. The source says applicants are not specifically told when AI is used.
How many asylum summaries failed the Home Office check?
In a 2026 spot check of 203 summaries, 45 failed an initial review and 30 failed a second review, according to the source report. Those counts correspond to reported rates of 22% and 15%, respectively; the material does not explain why the results differed between reviews.
What does the 90,835 figure refer to?
It is the number of replies to a 2023 UK health consultation that the health department flagged as bot submissions and excluded. That was 76% of the 118,756 replies received, according to the source. The material provided does not detail how the department classified them.
Has Sweden banned AI in government?
No. The reported measure blocked browser versions of ChatGPT and Claude on Government Offices staff computers from October 26. Staff can use approved tools, so the report describes a restriction on particular services rather than a general ban on AI.
Source: ThorstenMeyerAI.com
