Microsoft to invest $10 bn for Japan AI data centres - The Killeen Daily Herald
Microsoft to invest $10 bn for Japan AI data centres The Killeen Daily Herald
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Japan, driven by labor shortages, is increasingly adopting robotics and physical AI, with a hybrid model where startups innovate and corporations provide scale (Kate Park/TechCrunch)
Kate Park / TechCrunch : Japan, driven by labor shortages, is increasingly adopting robotics and physical AI, with a hybrid model where startups innovate and corporations provide scale Physical AI is emerging as one of the next major industrial battlegrounds, with Japan's push driven more by necessity than anything else.
Multiple-Debias: A Full-process Debiasing Method for Multilingual Pre-trained Language Models
arXiv:2604.02772v1 Announce Type: new Abstract: Multilingual Pre-trained Language Models (MPLMs) have become essential tools for natural language processing. However, they often exhibit biases related to sensitive attributes such as gender, race, and religion. In this paper, we introduce a comprehensive multilingual debiasing method named Multiple-Debias to address these issues across multiple languages. By incorporating multilingual counterfactual data augmentation and multilingual Self-Debias across both pre-processing and post-processing stages, alongside parameter-efficient fine-tuning, we significantly reduced biases in MPLMs across three sensitive attributes in four languages. We also extended CrowS-Pairs to German, Spanish, Chinese, and Japanese, validating our full-process multilin
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Global Variable VS Local Variable
In Java, variables are classified based on where they are declared and how they are accessed. The two main types are global (class-level) variables and local variables. Understanding their scope and behavior is essential for writing efficient programs. What is a Global Variable in Java? Java does not support true global variables like some other languages. Instead, it uses class-level variables, which behave similarly. These variables are declared inside a class but outside any method. Types of Class-Level Variables Static Variable → Shared by all objects Instance Variable → Separate copy for each object Example: class Test { static int x = 10 ; // class-level (global-like) public static void main ( String [] args ) { System . out . println ( x ); } } OutPut What is a Local Variable? A loc
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