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Mobility Enabled by AI: How to Benefit from Recent Advancements in AI

  • 2024
  • OriginalPaper
  • Chapter
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Abstract

Recently, ChatGPT from OpenAI has become the most frequently named AI innovation. It demonstrates the power of AI. This paper is about 2 benefits from this for automotive: 1.) How can large language models such as ChatGPT be used in automotive processes and 2.) how can the advancements in the development of ChatGPT be used in other automotive use cases?
1.)
Large Language Models such as ChatGPT can be used for the enhancement of engineering processes. Automotive projects require a lot of resources. Currently many positions cannot be staffed, and this leads to incomplete or delayed processes and products. Examples will be presented how large language models can be beneficially used in problem decomposition, solution design, code generation and testing.
 
2.)
An analysis of the development methodology from ChatGPT reveals important learnings about successful AI development. The development approach of ChatGPT can be summarized as follows: Openness to new ideas, very large data for training and testing, combination of supposedly competing concepts, data crunching with expensive computing power, and broadband verification. These learnings can be well transferred to automotive use cases. If these learnings are followed, automotive can be even more successful with AI.
 
Recent advancements can boost the productivity of processes and/or facilitate new features and set the expectations by our customers. GenAI can become a game changer for the automotive industry.

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Title
Mobility Enabled by AI: How to Benefit from Recent Advancements in AI
Author
Ulrich Bodenhausen
Copyright Year
2024
DOI
https://doi.org/10.1007/978-3-658-45018-2_19
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    AVL List GmbH/© AVL List GmbH, dSpace, BorgWarner, Smalley, FEV, Xometry Europe GmbH/© Xometry Europe GmbH, The MathWorks Deutschland GmbH/© The MathWorks Deutschland GmbH, HORIBA/© HORIBA, Outokumpu/© Outokumpu, Gentex GmbH/© Gentex GmbH, Ansys, Yokogawa GmbH/© Yokogawa GmbH, Softing Automotive Electronics GmbH/© Softing Automotive Electronics GmbH, measX GmbH & Co. KG, Hirose Electric GmbH/© Hirose Electric GmbH