new H-1B visa fee impact on us jobs

Do you think a $100,000 H-1B visa fee will actually protect U.S. jobs, or will it push companies to hire talent overseas?

In September 2025, the Trump administration introduced a new one-time $100,000 fee for new H-1B visa applications, in an executive proclamation aimed at “protecting U.S. jobs.” But will this steep visa fee really benefit American workers — or will it have unintended consequences like pushing companies to hire talent overseas, or even discouraging top global […]
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How Machines Learn: The Role of Training, Testing, and Model Improvement?

Artificial Intelligence (AI) and Machine Learning (ML) are no longer futuristic concepts—they power the apps we use daily, from streaming recommendations to fraud detection systems. But how exactly do machines “learn”? The process can be broken down into three critical stages: training, testing, and model improvement. These phases are the foundation of machine learning models […]
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