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The cybersecurity arms race shows no signs of slowing. Attackers continue developing more sophisticated techniques, forcing defenders to evolve accordingly. Generative adversarial networks (GANs) represent one of the most promising developments in the defensive arsenal, but only when deployed wisely. Organizations should evaluate their risk appetite and technical capabilities carefully.

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With generative AI, research time has collapsed and review time has expanded. The model can draft in minutes, which means you now spend more time asking whether the draft is accurate, defensible, and on brand. Prompting skill is not about magic words. It is about shaping the first draft so the review phase is shorter and you are not fixing preventable mistakes. A good prompt removes ambiguity, narrows scope, and sets expectations. The better the prompt, the less the scramble at the end.

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A federal judge in the Northern District of California granted preliminary approval to a $1.5 billion settlement between Anthropic and a class of book authors who alleged that the artificial intelligence company used their copyrighted works to train its chatbot Claude without their consent. The settlement is the largest copyright settlement of all time, covering 482,460 works and paying authors slightly more than $3,000 per work infringed.

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With generative AI, research time has collapsed and review time has expanded. The model can draft in minutes, which means you now spend more time asking whether the draft is accurate, defensible, and on brand. Prompting skill is not about magic words. It is about shaping the first draft so the review phase is shorter and you are not fixing preventable mistakes. A good prompt removes ambiguity, narrows scope, and sets expectations. The better the prompt, the less the scramble at the end.

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Lawyers have long managed their digital footprint to market their practices. But as artificial intelligence becomes more pervasive, they need to start rethinking their approach.

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In the minds of your clients, trust and security are intertwined. As stewards of confidential client information, law firms must go beyond minimum compliance, setting a gold standard that safeguards data, builds confidence and differentiates forward-looking practices from the rest. The following seven strategies, drawn from real-world experience in legal technology, outline actionable ways law firms can fortify their defenses while making security a pillar of client trust and firm reputation.

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A new lawsuit against Perplexity AI claims responses generated by the artificial intelligence platform violate the trademarks of Encyclopaedia Britannica and Merriam-Webster by attributing false information to their widely esteemed brands. The complaint alleges Perplexity’s generative AI “answer engine” violates the plaintiffs’ copyrights and also cites them as sources of false or incomplete information.

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The continued, rapid advancement of artificial intelligence technologies comes with increasing risks for businesses, demanding that they navigate such issues more carefully than ever. Considering recent privacy class action trends detailed in this article, companies that utilize AI in their business operations should immediately review and modify their compliance programs as necessary to mitigate legal risk and liability exposure.