Human-Centered Large Language Models

Human-Centered Large Language Models

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Human-Centered Large Language Models

This Stanford HAI industry brief examines the rapid integration of large language models (LLMs) into everyday infrastructure, spanning developer tools, educational tutors, healthcare assistants, and enterprise agents. It critiques the prevailing reliance on technical performance metrics, arguing that these frameworks fail to capture whether LLM systems genuinely benefit end users.

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  • Organizations that created, adopted or are mentioned
  • Ecosystem position
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