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How accurate can facial age estimation get?

Facial age estimation using machine learning has advanced significantly in recent years. But, a common and fair question still arises: How accurate can it really be? Can a system look at your face and accurately guess your age, especially when humans often get it wrong? The short answer is that it’s very accurate – but not perfect. We explain why.   The myth of 100% accuracy It’s important to set realistic expectations. No facial age estimation model can achieve 100% accuracy across all ages.  Human aging is highly individual and shaped by many external factors, especially as we get

6 min read
Synthetic identity fraud is committed by the theft of a real piece of persoanl information such as an SSN, and combined with false information to make up an entirely synthetic identity that often bypasses traditional checks

What is synthetic identity fraud? How it works and how to prevent it

What is synthetic identity fraud? Synthetic identities are fake identities, built by combining real and made-up information, earning them the nickname “Frankenstein IDs” due to their pieced-together nature. Synthetic identity fraud is different to traditional identity fraud as it doesn’t involve an obvious, immediate consumer victim. These fake profiles are designed to mimic real customers, often slipping past traditional fraud detection systems because they don’t raise typical red flags. As a result, the primary victims of synthetic identity fraud are businesses and lenders, who bear the financial losses.   How synthetic identities are created and used Fraudsters combine

8 min read
An image of Robin with accompanying text that reads "Thoughts from our CEO, Robin Tombs, June 2025".

Thoughts from our CEO

The BritCard debate heats up as digital ID adoption grows Just a few months after the UK Government introduced a voluntary digital ID wallet, some influential voices within Labour are already pushing to make it mandatory. They’ve also suggested rebranding it as the ‘BritCard app’ or ‘BritCard digital ID wallet’. In the 2 years between late 2025 and late 2027, I believe many (potentially a majority) of the UK’s 57 million adults will get a UK Government digital ID wallet. From late 2025, users will be able to access their mobile driving licence details. By the end of

7 min read
An image of the Yoti logo. Underneath reads "Yoti responds to the Supreme Court decision on Free Speech Coalition vs Paxton".

The Supreme Court rules in favour of age verification

The question of whether states can require age checks on adult websites has reached a turning point in the US courts. In Free Speech Coalition v. Paxton, the case challenged Texas’s H.B. 1181 law, which required commercial websites that publish sexually explicit content to verify the ages of their visitors to prevent minors from accessing pornography. One of the big discussion points has been whether, in 2025, it is still too burdensome for US adults to prove age privately compared to 20 years ago – especially when privacy-preserving age verification tools have advanced significantly.  The Supreme Court has upheld

3 min read
An image of a child and their parent sitting on a sofa and using a mobile phone. The accompanying text reads 'Ireland's Online Safety Code - Ireland'.

Ireland’s Online Safety Code: what it means for online platforms and how to comply

What you need to know: Ireland’s Online Safety Code will hold video-sharing platforms accountable for keeping their users, especially children, safe online. Platforms with adult content, including pornographic or extremely violent content, must use age assurance to prevent children from accessing the content. These age assurance requirements come into force in July 2025. Platforms that don’t comply can face strong penalties – up to €20 million or 10% of annual turnover.     From July 2025, video-sharing platforms in Ireland with pornography or extremely violent content will need to introduce age assurance to protect children from accessing their content.

7 min read
Image of a man holding his mobile phone in one hand and a driving licence in the other hand. The accompanying text reads "Data Act - United Kingdom".

Understanding the UK’s new Data Act

The Data (Use and Access) Act, now known more simply as the “Data Act”, is a landmark piece of UK legislation that aims to reshape how individuals and businesses interact with digital data. It introduces provisions for a national digital identity trust framework, helping to foster trust in digital identities by ensuring that businesses adhere to strict standards during digital transactions.  This blog gives an overview of the Data Act and what this means for digital identities in the UK.    Why has the Government introduced the Data Act? The Government has said that the Act will “unlock the

9 min read

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