UniPat AI 开源 UniScientist，用 30B 小模型在 FrontierScience-Research和 ResearchRubrics 等科学研究榜单比肩顶尖闭源模型，让模型具备了可闭环推进的科研能力。
The power of the ZK approach gives us many other tools to limit the power of credentials. For example, it’s relatively easy to add expiration dates to credentials, which will implicitly limit their useful lifespan — and hopefully reduce the probability that one gets stolen. To do this, we simply add a new field (e.g., Expiration_Time) that specifies a timestamp at which the credential should expire.，详情可参考爱思助手下载最新版本
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I attended the trial and sat near the defendant’s table so that I could watch Friedmann’s reactions. If only he’d exhibited any. I’ve been in many courtrooms, but I’ve never seen a defendant, or possibly anyone anywhere, sit so inertly for so long. He took notes and occasionally whispered to his lawyers, but otherwise was lithic in his stillness. I saw him express something like emotion only once, when Hall testified.
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