A Model of Understanding for Stream Reasoning in Future Agent Architectures

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Autor/in:
Erscheinungsjahr:
2024
Medientyp:
Text
Beschreibung:
  • Stream processing has been and continues to be an essential compo- nent in the agent-centered information processing paradigm. Future agent archi- tectures are going to exploit large language models (LLMs) for fulfilling complex tasks in communicating and cooperating with other agents and humans. To over- come the well-known problems of LLM-based services (security, safety, trust- worthiness, explainability, human-beneficial behaviour), we propose equipping those architectures—among others—locally with a hierarchical model of under- standing. We discuss the consequences of this model for stream reasoning and illustrate them with an example of an information retrieval agent.
Lizenz:
  • info:eu-repo/semantics/openAccess
Quellsystem:
Forschungsinformationssystem der UHH

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oai:www.edit.fis.uni-hamburg.de:publications/a0504d95-5773-4764-84de-9a9c95cd6fec