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Apple unveils $599 MacBook Neo with iPhone A18 Pro chip in budget laptop push

The MacBook has a 13.0-inch screen, making it one of the company’s smallest laptops to date. The MacBook Air, in contrast, offers a 13.6-inch display. Another twist: The Neo runs on an iPhone A18 Pro chip, marking the first time Apple is using a smartphone processor in a Mac.

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Why the Hybrid SOC Is Your Next Use of AI

Human-only SOCs are unsustainable, but AI-only SOCs are still well out of reach of current technology. The industry has answered by increasingly adopting hybrid approaches. Today, hybrid SOCs are the method of choice for teams looking to leverage the capabilities […] The post Why the Hybrid SOC Is Your Next Use of AI appeared first

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​​Time Series Cross-Validation: A Guide to Techniques & Practical Implementation 

Time series data drives forecasting in finance, retail, healthcare, and energy. Unlike typical machine learning problems, it must preserve chronological order. Ignoring this structure leads to data leakage and misleading performance estimates, making model evaluation unreliable. Time series cross-validation addresses this by maintaining temporal integrity during training and testing. In this article, we cover essential

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Top AI ethics and policy issues of 2025 and what to expect in 2026

Jamillah Knowles & Digit / Pink Office / Licenced by CC-BY 4.0 Abstract 2025 marked a pivotal shift in AI – from testing to deployment. This happened as generative and agentic systems became essential in key sectors worldwide. This feature highlights the major AI ethics and policy developments of 2025, and concludes with a forward-looking

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