a16z基础设施团队的合伙人Jennifer Li在Big Ideas报告里说了一句让很多人印象深刻的话：企业AI现在最大的瓶颈，不是模型不够聪明，而是自己的数据太乱。她用了一个词——"数据熵"。每家公司都淹没在PDF、截图、邮件、操作日志里，80%的企业知识以非结构化的形式散落在各个角落，从来没有被系统整理过。你买了最好的模型，搭了最贵的系统，但喂进去的是一团乱麻，出来的自然是错误和幻觉。
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For all of our test units that didn’t have a built-in preamp, we used the Fluance PA-10. At $100, it’s an affordable upgrade if you’re looking to bypass a turntable’s included components or if you’re looking to go more analog with your turntable purchase. There are no buttons or controls, just connect your turntable, speakers and ground wire (if you’re using one) and you’re ready to go. It’s simple, straightforward and inexpensive, so it’s a great option for beginners and more experienced vinyl collectors alike.
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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