伴随区域扩张，谷歌宣称性能已得到优化。公司表示针对开灯等常见指令的智能家居延迟最高降低40%。Gemini现具备更强情境感知能力，可更好区分灯具类设备，并能利用家庭地址提供更精准的本地新闻与天气信息。智能设备控制也更精确，例如设定具体湿度值或预热烤箱。
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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.
科技企业开始将Token配额包装为“隐性福利”。