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    Deep Learning

    Deep learning is powering breakthroughs in pattern recognition, enabling capabilities from image understanding to language generation.

    • Foundation models trained on massive datasets are becoming the starting point for most deep learning applications.
    • Efficiency innovations are making deep learning practical for edge deployment and cost-sensitive applications.
    • Multi-task and transfer learning are reducing data requirements and enabling rapid adaptation to new domains.

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