Automated systems are causing real harm. “Request review” processes shouldn’t require detective work to find contact forms, forum registrations, and email addresses. A 15-day resolution time for a false positive is unacceptable for businesses that depend on web traffic.
AI safety and wide distribution of…
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投资者的担忧并非无中生有。今年 1 月底 Cowork 开放插件支持后，市场立刻作出了最坏打算——毕竟当 AI 把法律文件审阅、合规追踪、财务建模这些原本按席位高价收费的功能包，压缩成随装即用的工作流组件，传统软件的护城河将遭受最严厉的质疑。
icon-to-image is available open-source on GitHub. There were around 10 prompts total adding tweaks and polish, but through all of them Opus 4.5 never failed the assignment as written. Of course, generating icon images in Rust-with-Python-bindings is an order of magnitude faster than my old hacky method, and thanks to the better text rendering and supersampling it also looks much better than the Python equivalent.