这套思路对强模型和弱模型的价值不同。强模型通常能靠自身能力绕过一些环境错误和执行偏差，但代价是更多token、更多工具调用和更长耗时。弱模型、本地模型和开源模型更依赖系统层补偿：路径要更明确，依赖要提前处理，输出格式要被约束，复杂流程要拆成它能稳定执 ...

Hackers have turned a critical React Server Components flaw into a structured exploitation operation, using Telegram bots, ...

Energy and Natural Resources Minister Tim Hodgson predicted on Friday that up to 10 new major natural resource projects will ...

The Bitwarden CLI NPM package compromise is tied to a Checkmarx supply chain attack and references the Shai-Hulud worm.

UNC6692 has been attributed to a large email campaign that's designed to overwhelm a target's inbox with a flood of spam ...

Apple has released iOS 26.4.2 with unspecified bug fixes and a single security patch, while Mozilla’s Firefox 150 adds PDF editing tools, improved split view, and addresses 41 security vulnerabilities ...

IT之家 4 月 22 日消息，微软今日宣布 TypeScript 7.0 Beta 版发布，带来全新变革。在过去的一年中，微软开发者将现有的 TypeScript 代码库从 TypeScript（作为一个编译成 JavaScript ...

Amazon has launched a new Fire TV Stick HD. It's moving to a new operating system called Vega OS instead of the long running ...

Microsoft officially announced TypeScript 7.0 Beta on April 21, 2026. The company says TypeScript 7.0 is often 10 times faster than 6.0. The beta ships through @typescript/native-preview@beta and tsgo ...

Chainguard, the trusted source for open source, today announced a partnership with Cursor, the leading multi-model AI coding platform, to secure the next generation of agentic software development.

The Cybersecurity and Infrastructure Security Agency (CISA) has released an alert to provide guidance in response to the ...

AI Verified gives any registered business the machine-readable identity AI systems need to find and cite them — solving the ...