TL;DR
The UK government will deploy facial age estimation technology to assess asylum seekers’ ages, despite internal reports showing the system’s significant inaccuracies and biases. The move aims to prevent false claims but raises human rights concerns.
The UK government will implement facial age estimation technology at its borders in 2027 to verify the ages of asylum seekers, despite internal reports highlighting its inaccuracies and biases. This decision matters because incorrect age assessments can lead to vulnerable individuals, especially children, being wrongly detained or deprived of protections.
According to an internal UK government report obtained by Wired and Lighthouse Reports, the facial age estimation (FAE) systems tested by the Home Office frequently misjudge the ages of migrants, especially those from Sub-Saharan Africa. The report indicates that for female Sub-Saharan Africans, the system’s average error was 4.6 years, often classifying minors as adults. Despite these findings, the government plans to deploy the technology in 2027 to combat fake age claims and improve border security.
The Home Office has stated that face scans will serve as an ‘additional’ tool and will not replace human judgment. However, critics argue that the technology’s known biases and inaccuracies could lead to wrongful detention or deportation of children and vulnerable adults. The disbandment of a scientific advisory committee, which warned about the system’s limitations, has further fueled concerns about the reliability of these tools in high-stakes scenarios.
Potential Risks of Relying on Flawed AI Age Checks
The deployment of facial age estimation technology raises serious human rights concerns, especially regarding the potential misclassification of minors as adults. Wrongful assessments could result in children being placed in adult detention centers, losing protections under UK law. The technology’s biases, particularly against African populations, threaten to exacerbate existing inequalities and undermine fair treatment of migrants. This development also reflects broader issues around the use of AI surveillance tools in immigration enforcement, often without sufficient oversight or accountability.

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UK Immigration Policy and Use of AI Surveillance
The UK announced plans in July 2025 to incorporate AI-based facial age estimation into border checks, aiming to verify migrants’ ages more effectively. The move follows years of controversy over AI biases in online age verification and surveillance systems. Internal reports reveal that the tested systems have significant inaccuracies, especially with certain demographic groups, and that the government disbanded a scientific advisory committee amid concerns about the technology’s reliability. The delay until 2027 reflects ongoing debates over the ethical and practical implications of such AI tools in immigration enforcement.
“The face scans are ‘hideously inaccurate,’ and the technology’s biases are deeply troubling.”
— Tim Cole, emeritus professor of medical statistics at University College London’s Institute of Child Health
Uncertainties About Implementation and Effectiveness
It remains unclear how the UK government will address the known inaccuracies and biases in facial age estimation when applying the technology in real-world border scenarios. Questions persist about the safeguards in place for individuals wrongly classified and how the system’s errors will be managed operationally. The extent to which AI assessments will influence detention decisions remains to be clarified, as does the potential for legal challenges or appeals based on flawed assessments.
Next Steps in UK’s Age Verification Policy
The UK government is expected to finalize its rollout plans for 2027, including protocols for handling uncertain cases. Monitoring and evaluation of the technology’s real-world performance will be critical, along with possible adjustments based on ongoing testing and feedback. Advocacy groups and legal experts are likely to scrutinize the implementation closely, potentially prompting calls for greater oversight or alternative methods to protect vulnerable migrants.
Key Questions
Will facial age estimation replace human judgment at UK borders?
The Home Office states that AI tools are meant to be supplementary, not replacements for human judgment, but the extent of their influence in decision-making remains uncertain.
What are the main concerns about using facial age estimation for asylum seekers?
Major concerns include the technology’s inaccuracies, racial biases, and the risk of wrongly classifying minors as adults, which can lead to violations of children’s rights.
How accurate are facial age estimation systems in controlled tests?
In laboratory conditions, the best algorithms can predict age within about 2.5 years, but accuracy varies significantly based on race, image quality, and demographic factors, often being less reliable for certain groups.
Has the UK government responded to the criticisms of this technology?
The Home Office claims the technology is an ‘additional’ tool and has disbanded a scientific advisory committee, citing a need for different expertise, but has not fully addressed concerns about biases and errors.
Source: Ars Technica