- title
- Key Concepts, Potentials and Obstacles for the Implementation of Large Language Models in Product Development
- Please use the following URL when quoting:
- https://nbn-resolving.org/urn:nbn:de:bsz:14-qucosa2-940415
- conference
- Entwerfen Entwickeln Erleben. Dresden, 27.–28. Juni 2024
- Source
- Entwerfen Entwickeln Erleben 2024
Herausgeber: Kristin Paetzold-Byhain
Herausgeber: Andrea Augsten
Herausgeber: Jens Krzywinski
Erscheinungsort: Dresden
Verlag: Technische Universität Dresden
Erscheinungsjahr: 2024
Seiten: 381-393 - publication_date
- 2024
- doi
- https://doi.org/10.25368/2024.EEE.031
- Abstract (EN)
- In the realm of Artificial Intelligence, Large Language Models (LLMs) have recently emerged as a new technology, rapidly gaining prominence across various domains due to their impressive capabilities. This paper investigates key concepts, potentials and obstacles associated with integrating LLMs into the product development process. The initial focus lies on clarifying the underlying mechanisms and capabilities of LLMs to provide a clear and practical understanding. Building upon this foundation, the exploration shifts to the potential applications of LLMs in product development. An assessment matrix evaluates the capabilities of LLMs with regards to engineering challenges, highlighting how these models could potentially improve key aspects of the development process. Additionally, the obstacles associated with implementation in a product development context are addressed.
- Keywords (DE)
- Entwerfen Entwickeln Erleben 2024, Generative künstliche Intelligenz, große Sprachmodelle, Produktentwicklung
- Keywords (EN)
- Generative Artificial Intelligence, Large Language Models, Product Development
- Classification (DDC)
- 620
- Classification (RVK)
- ZG 9148
- university_publisher
- Technische Universität Dresden, Fakultät Maschinenwesen, Institut für Maschinenelemente und Maschinenkonstruktion, Professur für Technisches Design
- Technische Universität Dresden, Fakultät Maschinenwesen, Institut für Maschinenelemente und Maschinenkonstruktion, Professur für Virtuelle Produktentwicklung
- version
- publizierte Version / Verlagsversion
- URN Qucosa
- urn:nbn:de:bsz:14-qucosa2-940415
- Qucosa date of publication
- 09.10.2024
- Document type
- in_proceeding
- Document language
- English
- licence
CC BY-NC-ND 4.0