OpenAI's terms are apparently more to the Trump administration's liking, with the company stepping in to supply the U.S. military with AI technology in Anthropic's place. Yet despite this, OpenAI claims that its agreement with DOW not only has similar guardrails which prohibit use of its technology for mass domestic surveillance or directing autonomous weapons, but even adds a third: "No use of OpenAI technology for high-stakes automated decisions (e.g. systems such as 'social credit')."
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At the Lean FRO, Kim Morrison, a Senior Research Software Engineer, recently ran an experiment that went well beyond our expectations. An AI agent converted zlib, a widely used C compression library embedded in countless systems, to Lean, with minimal human guidance. No special tooling was built. It was Claude, a general-purpose AI, with no special training for theorem proving, out of the box. The workflow had four steps. First, the AI produced a clean, readable Lean implementation of the zlib compression format, including the DEFLATE algorithm at its core. Second, the Lean version passed the library’s existing test suite, confirming behavioral equivalence. Third, key properties were stated and proved, not as tests, but as mathematical theorems. The capstone theorem:
macOS Tahoe transforms the MacBook Pro experience with powerful capabilities that turbocharge productivity.6 Major updates to Spotlight make it easier to find relevant apps and files and immediately take action right from the search bar. Apple Intelligence is even more capable while protecting users’ privacy at every step.7 Shortcuts get even more powerful with intelligent actions and the ability to tap directly in to Apple Intelligence models. Integrated into Messages, FaceTime, and the Phone app, Live Translation helps users easily communicate across languages, translating text and audio.7 Additionally, developers can bring Apple Intelligence capabilities into their applications or tap in to the Foundation Models framework for specialized on-device intelligence tasks. Continuity features include the Phone app on Mac, which lets users relay cellular calls from their nearby iPhone, and with Live Activities from iPhone, they can stay on top of things happening in real time.6 macOS Tahoe also features a beautiful new design with Liquid Glass, and users can personalize their Mac in even more ways with an updated Control Center, in addition to new color options for folders, app icons, and widgets.
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此外，辅助功能中新增了「Reduce Highlighting Effects（降低高光效果）」选项，或用于减少按钮与滑块边缘的高光视觉效果。不过，该选项目前的实际变化并不明显。，更多细节参见下载安装汽水音乐
Process (Ring-2.5-1T): 开启深度思考模式，进行需求拆解、逻辑推演、架构设计。