中共中央书记处书记、中央纪委副书记、国家监委主任刘金国在参加宁夏代表团审议时说，政府工作报告全面贯彻党中央和习近平总书记决策部署，是一个求真务实、开拓进取、催人奋进的好报告；规划纲要草案顺应发展大势，凝聚各方共识，任务明确、内容详实，我完全赞成。回顾“十四五”时期奋进历程，再看当前变乱交织的国际形势，我们更能深刻领悟“两个确立”的决定性意义。纪委监委要围绕大局、担当尽责，以正风肃纪反腐新成效为实现“十五五”时期目标任务提供坚强保障。
I’ve briefly considered implementing ascend as a combination of thin CLI client and k8s Controller/Operator (as Dask, Ray and similar do). Maybe you, gentle reader, will point your AI coding harness at this document and do just that.
abstract = "Information extraction (IE) is fundamental to numerous NLP applications, yet existing solutions often require specialized models for different tasks or rely on computationally expensive large language models. We present GLiNER2, a unified framework that enhances the original GLiNER architecture to support named entity recognition, text classification, and hierarchical structured data extraction within a single efficient model. Built on a fine-tuned encoder architecture, GLiNER2 maintains CPU efficiency and compact size while introducing multi-task composition through an intuitive schema-based interface. Our experiments demonstrate competitive performance across diverse IE tasks with substantial improvements in deployment accessibility compared to LLM-based alternatives. We release GLiNER2 as an open-source library available through pip, complete with pre-trained models and comprehensive documentation."。PDF资料对此有专业解读
Владислав Китов (редактор отдела Мир)
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In just 5 days, Gauss automatically proved all remaining results needed to verify the result in 8 dimensions. The Sphere Packing team estimated that the 8-dimensional case alone would have taken six more months of work with existing tools. In two weeks, Gauss then autoformalized the 24-dimensional case using only the original paper as input, performing autonomous literature searches when needed. This brought the total sphere packing formalization from 70k to ~200k lines.，详情可参考PDF资料
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