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How we are using machine learning to detect GOV.UK feedback spam

A laptop on a desk with the background blurred. n the laptop screen is an interactive development environment window with some code visible.

...content, to multiple lines of code and incomprehensible combinations of characters. To extract insights, colleagues suddenly needed to manually filter out tens of thousands of unusable responses over the year....

Using a federated model for API discovery in government

API data for a GOV.UK page

...leads to a much larger attack surface makes it easier to design services that don’t require users to fill in the same information in multiple places saves computing resources -...