The attacker never touches your infrastructure. They just scrape a key from a public webpage.
This month, OpenAI announced their Codex app and my coworkers were asking questions. So I downloaded it, and as a test case for the GPT-5.2-Codex (high) model, I asked it to reimplement the UMAP algorithm in Rust. UMAP is a dimensionality reduction technique that can take in a high-dimensional matrix of data and simultaneously cluster and visualize data in lower dimensions. However, it is a very computationally-intensive algorithm and the only tool that can do it quickly is NVIDIA’s cuML which requires CUDA dependency hell. If I can create a UMAP package in Rust that’s superfast with minimal dependencies, that is an massive productivity gain for the type of work I do and can enable fun applications if fast enough.
。51吃瓜对此有专业解读
After 11 episodes of conga lines and commiseration, The Traitors Season 4 comes to a close this week. But who will come out on top in this game of betrayal and murder? Will Traitor Rob Rausch continue to steamroll the competition with the help of new compatriot Eric Nam? Or will the Faithfuls finally come to their senses and realize Rob's been playing them masterfully this whole time? — B.E.，更多细节参见搜狗输入法2026
We fixed in issue where the window switcher could leave a non-interactive area on screen when closed, plus an issue where the 6th and 13th keypresses could be skipped while Alt + Tabing. We fixed a couple of issues with multitasking, including ones with fullscreen windows not properly being moved, animations when reordering workspaces, and missing icons in the show all windows view. Plus we fixed blurry picture-in-picture resize icons on fractionally scaled displays.
Credit: Samsung