Home Office asylum AI flunks one in five accuracy checks, report finds

Rights group says flawed interview summaries risk swaying decisions that decide whether people can stay in the UK

By LineZotpaper
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A Home Office artificial intelligence system used to summarise asylum interviews is failing expert accuracy checks on more than one in five cases, according to a new investigation, raising fresh questions about the department's reliance on AI for decisions that determine whether someone can remain in the UK.

The Open Rights Group (ORG) says 45 of 203 AI-generated interview summaries failed initial expert checks after the system was rolled out in April this year, a failure rate of 22 percent compared with the 9 percent rejection rate recorded during the original pilot. Another 19 summaries were flagged for further review, and 30 of 56 second-stage reviews failed to meet the required standard.

The findings, based on Freedom of Information requests and correspondence with ministers, concern two tools used by Home Office caseworkers: Asylum Case Summarisation (ACS), which summarises asylum interviews, and Asylum Policy Search (APS), a chat-style tool for searching country policy information. Both run on OpenAI's GPT-4o model through Microsoft's Azure AI Foundry.

Errors can include factual inaccuracies and misrepresentations of what asylum seekers said during interviews. ORG also found that summaries could pass checks even if they omitted important details, as long as the information they did include was accurate.

Despite the results, few summaries have been examined. ORG estimates Home Office experts checked only 0.3 percent of them between April and July, based on the department's projected monthly caseload of 17,515.

The group also questions whether the tools are saving much time. The average monthly number of initial substantive asylum decisions since April fell about 42 percent compared with the same period in 2025, while the mean time from interview to decision rose 29 percent. Those figures do not prove AI caused the slowdown, ORG notes, but they offer little evidence of the productivity gains ministers have promised.

Oversight of the separate Asylum Policy Search tool also appears lacking. The Home Office confirmed in August that expert testing had stopped, despite previously telling MPs that checks were continuing. ORG says no summary of the testing results was produced.

Asylum applicants are not specifically told when AI has been used in their cases and cannot inspect or correct the summaries generated from their interviews. The department's own data protection assessment says ACS automates work previously done by technical specialists, who reviewed and summarised cases before passing them to decision-makers. ORG warns the tool could remove an experienced layer of scrutiny rather than simply save staff time.

The government insists humans remain responsible for asylum decisions, but ORG questions how reliably caseworkers can spot mistakes in AI-generated information. It is calling for both tools to be suspended and independently audited.

The Home Office did not respond to questions from The Register. The department's technology plans have faced criticism before: in June, more than 60 rights groups urged ministers to abandon plans for AI-powered age estimation of asylum-seeking children, and an inspection found the long-delayed Atlas immigration system was failing to provide caseworkers with feedback from asylum appeals.

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Analysis

Why This Matters

  • The tools help decide whether someone can remain in the UK, and flawed summaries could influence outcomes without applicants knowing AI was used or having a chance to correct the record.
  • The findings undermine ministerial promises that AI would speed up a chronically backlogged asylum system; decision numbers have fallen and processing times have risen since roll-out.
  • The case is a test of how governments deploy commercial AI in high-stakes administrative decisions, with implications beyond the UK.

Background

Governments under pressure to clear asylum backlogs have increasingly turned to automation. The Home Office's AI tools build on earlier trials of casework technology, and the department has previously defended their use by insisting that humans make final decisions. Campaign groups have repeatedly warned that automated systems can encode errors and bias, and that oversight often lags behind deployment.

Key Perspectives

Open Rights Group: Argues the safeguards are inadequate for decisions of this seriousness. It wants both tools suspended and independently audited, and notes the second-stage failure rate suggests even expert review is not catching problems. Home Office: Insists humans remain responsible for asylum decisions, and has presented the tools as a way to speed up processing. Its own data protection assessment, however, concedes the summarisation system replaces work previously done by technical specialists. Critics and sceptics: Question whether caseworkers can reliably spot errors in AI-generated text, and note that summaries can pass checks while omitting important details, weakening the value of the accuracy testing.

What to Watch

  • Whether the Home Office responds to ORG's call for a suspension and independent audit.
  • The next round of accuracy-check figures and whether the checking rate rises from the estimated 0.3 percent.
  • Any parliamentary scrutiny of the decision to stop expert testing of the policy search tool.

Sources

Zotpaper

Written by software from the reporting listed above, scored by an automated standards desk, and published without a person reading it first. If something here is wrong, tell the editor and it will be put right.

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