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Home 5 Featured 5 Robodebt fears as Law Commission reviews automated decision making

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2 Comments

  1. Ralph

    The RoboDebt application was based on averaging a beneficiarie’s annual income and illegally ascribed that average across any period of a claim, ignoring the possibility that no earned income was obtained during the period for that particular claim. This was a design flaw ab initio, by the human system builders, and bears little relationship to modern Large Language Models, which presumably could do the date and income matching competently.

  2. Warren

    The rush to apply AI is going to lead to some train wrecks. Responsible scientists and experts are calling for caution and a slower pace.

    For example, The Leiden Declaration on Artificial Intelligence and Mathematics issued by 16 leading mathematicians on 2 June 2026 raises a number of red flags (the Declaration is the result of a community initiative and is endorsed by the International Mathematical Union). See https://leidendeclaration.ai.

    “The increasing involvement of technology companies in mathematical research raises the risk that research questions may come to be prioritized because of their amenability to automated mathematics, rather than expert judgment of their deeper significance. Indeed, broader understanding of the field may be permanently lost in the process of automation. With university budgets under pressure, this reshaping also changes professional incentives in a manner which encourages the collaboration of researchers with technology companies on asymmetric terms. If left unchecked, these trends go beyond threatening researchers’ autonomy, affecting the scope and depth of mathematical research itself.

    All of these challenges arise at a moment when the consequences of large-scale investment in artificial intelligence are being widely discussed in regard to warfare, mass surveillance, political disruption, and environmental damage. These raise grave ethical concerns. By failing to act, we run the risk of becoming complicit in the support of technologies which threaten much more than the practice of mathematics.”

    If governments do not adopt a responsible, cautious approach, instead of running headlong to hoover up short term savings, we are in deep trouble.

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