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Tag: token efficiency

15Dec

Prompt Length vs Output Quality: The Hidden Cost of Too Much Context in LLMs

Posted by JAMIUL ISLAM — 7 Comments
Prompt Length vs Output Quality: The Hidden Cost of Too Much Context in LLMs

Longer prompts don't improve LLM output-they hurt it. Discover why 2,000 tokens is the sweet spot for accuracy, speed, and cost-efficiency, and how to fix bloated prompts today.

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vibe coding large language models generative AI prompt engineering LLM security transformer architecture prompt injection LLM efficiency LLM training AI compliance Large Language Models AI hallucinations AI security AI development LLM evaluation developer productivity AI governance GitHub Copilot LLM reasoning multimodal AI
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