Current document parsing methods compete primarily on model architecture innovation, while systematic engineering of training data remains underexplored.
大多数人认为文档解析性能的提升主要依赖于模型架构的创新和规模的扩大，但作者认为训练数据的系统性工程优化才是关键瓶颈，因为不同架构的SOTA模型在相同困难样本上表现出高度一致的失败模式，这表明问题在于数据质量而非架构本身。
Benioff had recently told Business Insider that he's drafting the company's annual strategic document with data foundations—not AI models—as the top priority, explicitly citing concerns about "hallucinations" without proper data context.
The annual strategic document now puts data foundations in focus, not AI models. Well duh. How even get to the notion that you can AI-all the things, it implies an uncritical belief in the promises of vendors, or magical thinking. How do you get to be CEO if you fall for that. Vibe-leading iow, the wizard behind the curtain.
What are some top UX design principles when designing for kids?Some important UX design principles when designing for kids are as follows. Simplicity and clarity Interactive and engaging elements Age-appropriate content Safety and privacy Consistent feedback and rewards
There's 5 in this list and there was 4 in the other - I think Safety and Privacy is the one additional but it's also in my proposal because I am concerned about it too.