Eki.lab

Eki.Lab

深入了解 Ekimetrics 的卓越研究与创新中心

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WHY

Why an Eki.Lab at Ekimetrics?

To continually improve our offers and our talents skills.
To contribute to the development of the international scientific community, through the publication of scientific articles and open-source libraries.
To open lines of research in collaboration with our clients on subjects at the cutting edge of technology, with high added value for them.

WHAT

Eki.Lab是什么?

汇聚50余名博士研究员、AI专家与数据科学家，构建顶尖技术智库
作为集团创新引擎，该中心持续追踪深度学习、MLOps工业化应用、负责任AI、自然语言处理（NLP）等前沿技术动态，驱动技术战略与产业实践深度融合

科研

研究课题有哪些？如何选定？

我们有多个研究方向：

深入研究：时间序列建模与预测、面向 NLP 的深度学习与 GenAI、面向多模态的深度学习与 GenAI、经济与计量经济学。这些都是背景研究方向。
跨职能：优化、可解释性与负责任的人工智能、MLOps 产业化。例如，“NLP 的深度学习与 GenAI ”团队和 “可解释性与负责任的人工智能 ”团队正在实施题为 “检测和抑制文本中的毒性 ”的项目。
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融合

How are the results integrated into business/client projects?

Our work on Gen AI began in 2021, focusing on multimodality and question Answering. This early start led to the release of Climate Q&A in early 2023, one of the first public RAGs, and in 2024, we introduced CLAIR, a multi-agent generative AI system. These innovations have enabled Ekimetrics to develop a rapidly deployable gen AI environment.

The integration of new algorithms into platforms such as One.Vision, our MMM solution. We emphasise explainability and causality in our AI systems, bridging business and science by delivering actionable insights. Our data scientists successfully apply their expertise to all client projects.

The difference