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Compute Powers Learning Beyond Algorithms
The advancement in machine learning and neural networks has shifted focus from purely algorithmic improvements to leveraging computation power, particularly through GPUs, to enhance learning capabilities. This evolution highlights a dual approach where both computational resources and algorithmic advancements will shape the future of predictive technologies. The concept of a legal singularity raises ethical questions about the implications of widespread surveillance and the ability to predict human behavior, drawing parallels to fictional portrayals of preemptive crime prevention.