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Testing What Learns: The Role of Software QA in Foundation Model-Based Recommendation Systems

  • User behavior can be tokenized, introducing complexity to test model-based recommendation systems.
  • Netflix addresses the 'cold start' problem by using a hybrid representation and dynamically prioritizing user interactions.
  • Software QA needs to shift from verifying outputs to interrogating learned behaviors.
  • QA professionals will be at the forefront of complex, dynamic systems that redefine quality standards.

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