
Five weeks after MiMo-V2-Pro stunned the AI world, Xiaomi is back with a model that adds eyes and ears—at half the price.


Anthropic’s powerful Claude Mythos AI model found hundreds of vulnerabilities in Mozilla Firefox, highlighting its cybersecurity potential.

Kyle Hessling stacked two of Jackrong's Qwopus finetunes into a single frankenmerge'—and then had to heal it. The result outperforms some of the top models.




Swapping tokens on-chain sounds simple: you pick two assets and confirm a transaction. Under the hood, it is anything but simple. Liquidity is split across many automated market makers (AMMs), chains, and pool types. Prices move every block.
在链上做一次代币兑换,表面上只是选两个资产、点确认;实际上,流动性分散在不同 AMM、不同池子甚至不同链路里,每个区块价格都在变。所谓「好的兑换」,往往不只是界面上的手续费数字,而是在那一刻你的钱包能真正成交的最优可执行路径。 本文用科普方式说明:聚合 Swap 是什么、为何能更接近「尽可能覆盖更多代币与路径」、AI 辅助适合解决什么问题,以及谈「资金安全」时到底该核对什么——避免空泛口号。