Lecture

Session Artificial Intelligence: The Impact of AI on the Software Defined Vehicle

  • 14.11.2024 at 13:00 - 13:20
  • Smart Mobility Stage (B6.452)
  • Language: English
  • Type: Lecture

Lecture description

GenAI is a subset of Artificial Intelligence (AI). Traditionally AI models are tailored for specific tasks relying on labelled data of specific training datasets. Generative AI foundational models on the other hand, work by learning patterns and structures, in an unsupervised manner from a much larger dataset. It dives deep into known data sets, establishing connections, patterns and ‘generating’ creative outputs in the form of videos, images, text, software code. This often means the costly task of labeling the data set to train traditional AI models is not a factor when training the larger Generative AI models. 

Once this power is fully unleashed it can truly lead to a world where creativity and efficiency know no bounds. It is also important to highlight here that Generative AI may work in combination with existing technologies like predictive analytics. While GenAI “generates” unique outputs deciphered (repeatedly auto predicting) from patterns it recognizes, predictive analytics uses historical data and statistical modelling to predict specific future results and behaviors for a particular use case. This gives organizations a more informed route to decision making. 

This talk will focus specifically at the world of Automotive and the far-reaching impact it can have in this fascinating industry. 

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