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Session Track 2
Duration 1 hour
Date/Time 26 Feb 2025 17:00 GMT
9:00am PST/12:00pm EST
5:00pm GMT/6:00pm CET
Convener Alex Shkotin

Ontology Summit 2025 Track 2

Agenda

  • Arun Majumdar and John Sowa - Generating Ontologies
  • Abstract: The LLMs of Generative AI support powerful methods for translating, finding, combining, and transforming data represented in languages of any kind — natural, artificial, linear, diagrammatic, pictorial, or structural in any number of dimensions. Their reasoning is based on abduction or educated guessing. But abduction alone cannot evaluate the accuracy of the guesses. Therefore, many generative AI systems are hybrids that also use traditional symbolic AI methods for detecting and avoiding errors. Permion technology is based on an integrated combination of the best generative and symbolic methods. Reasoning is performed in a cognitive cycle of abduction, deduction, testing, induction, and repeat. The cognitive cycle begins with a basic ontology, which it revises and extends dynamically.

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