Sources: Nvidia is in talks to provide Nscale with billions of dollars in credit guarantees for debt to develop a 460MW data center that Anthropic plans to use (Phoebe Liu/The Information)

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• More than half of Victorian lawyers use AI – but only a quarter have cut client fees as a result

  Rapid integration of automated tools across the state's legal sector has failed to deliver widespread cost savings, as practitioners spend significant unbilled time verifying outputs and fixing errors. Practitioners frequently find that clients using external chatbots independently generate flawed research and documents that require time-consuming correction. Meanwhile, judicial authorities are intensifying regulatory oversight following incidents involving fabricated case citations.

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• Open-weight AI models can exploit the patch gap

  Researchers demonstrated that an automated system built on Z.ai's GLM 5.3 can target the vulnerable window between a fix's publication and its deployment to users. By analyzing publicly available code updates, the system crafted zero-interaction exploits against Mozilla Firefox. This breakthrough lowers the financial and technical barriers to executing sophisticated cyberattacks, posing a heightened risk to open-source software ecosystems.

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• How colleges are helping students build social skills for the workforce

  Higher education coverage often fixates on rising tuition costs and career outcomes in a rapidly evolving job market. However, long-standing interpersonal capabilities taught on campus are becoming increasingly essential as artificial intelligence reshapes employment. Equipping graduates with these human interactions helps ensure they remain competitive alongside automated technologies.

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