2025年的数据显示,总共近六成(59.84%)迈过了高企的研发门槛,比例比去年还提升了1.52个百分点,反映出整体创新活力的提升。
Local sandboxing on developer machinesEverything above is about server-side multi-tenant isolation, where the threat is adversarial code escaping a sandbox to compromise a shared host. There is a related but different problem on developer machines: AI coding agents that execute commands locally on your laptop. The threat model shifts. There is no multi-tenancy. The concern is not kernel exploitation but rather preventing an agent from reading your ~/.ssh keys, exfiltrating secrets over the network, or writing to paths outside the project. Or you know if you are running Clawdbot locally, then everything is fair game.
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Mum Toni Green, 54, adds: "You don't know whether the surname will help or hinder.