ai-act
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Every specialized field has a vocabulary that separates those who can work in it from those who cannot. Criminal lawyers learn the language of evidence and procedure. Immigration lawyers learn the language of status and removal. AI lawyers need both of those — and a third layer on top: the technical-legal vocabulary that allows you…
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We have established that algorithms discriminate because they learn from biased history. But there is a deeper problem underneath that one, and it is the problem that will follow you into every courtroom, every administrative appeal, and every client consultation in this field: even when an AI system is working exactly as intended, nobody —…
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The blackbox problem tells us that AI systems often cannot explain their decisions. But there is a second problem, equally serious and more counterintuitive: even when we can trace what a system did, the outcome may still be fundamentally unjust. Not because the machine malfunctioned. Because it worked exactly as designed — on data that…
