Category: NLP
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GPT-5: Peak or Plateau? A Literature Review of Progress in Large Language Models
Is GPT-5 a revolutionary step toward greater AI intelligence, or a sign of diminishing returns in scaling large language models? This work presents a comprehensive analysis of literature and reports from the last several years to answer that question. We review the development from GPT-3 through GPT-4 and into GPT-5, highlighting how earlier leaps in…
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Tailoring AI Behavior to Context: Adaptive HHH Alignment
Ensuring that AI assistants are Helpful, Honest, and Harmless (HHH) has become a standard goal in language model alignment. These three principles, popularized by OpenAI and others, serve as a north star for “good” AI behavior: a system should effectively help the user, be truthful in what it says, and avoid causing harm (e.g. through offensive or…