LLM fixes often become one more added layer

The item makes a short point that fixing LLM problems often turns into adding another layer. It does not provide a specific tool, test result, cost number, or . The practical meaning is that teams may handle model weaknesses by adding extra checks or helper steps instead of removing the root problem.

Key points

  • LLM fixes can become repeated additions of extra structure.
  • No concrete example, numbers, or steps are provided.
  • In an , extra can increase token use and cost.
  • Before adding a check or helper step, compare the benefit with the added cost.
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