When an attacker compromises a maintainer’s credentials or takes over a dormant package, they publish a malicious version and wait for automated tooling to pull it into thousands of projects before anyone notices. William Woodruff made the case for dependency cooldowns in November 2025, then followed up with a redux a month later: don’t install a package version until it’s been on the registry for some minimum period, giving the community and security vendors time to flag problems before your build pulls them in. Of the ten supply chain attacks he examined, eight had windows of opportunity under a week, so even a modest cooldown of seven days would have blocked most of them from reaching end users.
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基于该研究,理想汽车正在推进下一代自研智能驾驶芯片的架构定义,将以算法需求为起点,原生支持稀疏计算、动态资源调度与混合精度推理,打造面向车载 VLA 系统的「算法原生芯片」,以实现更高能效比与更强智能表现。,这一点在safew官方版本下载中也有详细论述