<p>This article presents new trends and applications in generative artificial intelligence (AI) and knowledge-based AI. Foundations and applications of large language models (LLMs) are presented, such as classifying hate speech, easy-to-read language, and retrieval-augmented generation (RAG). The important aspect of user experience (UX) for AI systems is elaborated. Finally, AI solutions in different industry sectors are presented, in particular life sciences, the energy sector, and the manufacturing industry.</p>

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New trends in applied machine intelligence

  • Bernhard G. Humm,
  • Lothar B. Blum,
  • Johannes Busse,
  • Sophie Decher,
  • Michael Dembach,
  • Christian Goetz,
  • Thomas Hoppe,
  • Lukas Kaupp,
  • Anne Schwerk,
  • Eva Seidlmayer,
  • Melanie Siegel,
  • Rigo Wenning,
  • Alexander Zender

摘要

This article presents new trends and applications in generative artificial intelligence (AI) and knowledge-based AI. Foundations and applications of large language models (LLMs) are presented, such as classifying hate speech, easy-to-read language, and retrieval-augmented generation (RAG). The important aspect of user experience (UX) for AI systems is elaborated. Finally, AI solutions in different industry sectors are presented, in particular life sciences, the energy sector, and the manufacturing industry.