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The Evolution of Programming: From Manual Craft to Intelligent Design

  • In the early days, programming involved creating detailed algorithms and following explicit rules using languages like C, Java, and Python.
  • With the advent of machine learning, programming shifted towards teaching machines using examples and patterns rather than explicit instructions.
  • Today, programming is a collaborative effort between humans and machines, with machines processing large amounts of data, adapting to new contexts, and freeing up humans for creative problem-solving.
  • Challenges in this evolution include biases in training data, the complexity of modern systems, and ethical implications, but hybrid models and new tools are emerging to address these challenges.

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