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Transfer More Knowledge with Less Multilingual Data

Transfer More Knowledge with Less Multilingual Data

Apple Machine Learning presents a lexical-intervention approach for improving cross-lingual knowledge transfer when target-language data is scarce. The work targets downstream capabilities such as scientific reasoning, commonsense inference, and world knowledge without relying heavily on parallel data, translation systems, or auxiliary models.

Apple Machine LearningOfficial1d ago#multilingual-models
Rethinking AI Agents on Kubernetes

Rethinking AI Agents on Kubernetes

The article proposes treating Kubernetes Pods as workers rather than complete AI agents. It examines how this shift could provide a more flexible deployment unit for AI agent systems.

InfoQ中国Media14h ago#ai-agents
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