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The Rise of Software 2.0

  • Software 2.0 is a shift from manually coded rules to AI-driven systems that learn autonomously from data.
  • Software 2.0 represents a transition from explicit rule-based coding to machine learning-driven systems.
  • Core principles of Software 2.0 include a shift from deterministic to probabilistic systems, learning from examples, and prediction with neural networks.
  • The role of GPUs in Software 2.0 includes accelerated training and inference, automating rule creation, and enabling flexibility and scalability.

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