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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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large language models vibe coding prompt engineering generative AI LLM security LLM efficiency responsible AI AI security LLMs AI hallucinations LLM evaluation transformer architecture model compression AI-generated UI AI coding assistants developer productivity AI ROI GDPR compliance LLM training generative AI governance
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