Short Answer

Instruction Set Optimization for Real-Time Application

A development team is building a real-time translation feature for a mobile app. They have two options for their instructions:

  1. A highly detailed, multi-sentence instruction that specifies tone, style, and handling of idiomatic expressions.
  2. A very brief, single-sentence instruction that simply asks for a translation between two languages.

The team's highest priority is minimizing the delay (latency) for the end-user. Which instruction option should they choose? Justify your decision by explaining the effect of instruction complexity on the model's processing requirements.

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Updated 2025-10-06

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