Why are frameworks, drivers and CUDA libraries important in a reproducible AI environment?

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  1. Model accuracy depends only on the driver's filename
  2. Compatible versions determine whether accelerated software runs correctly
  3. Version tracking applies only to physical network cables
  4. Containers remove every host driver dependency

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