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Do we need a "Simulink" for GenAI Systems?

Do we need a "Simulink" for GenAI Systems?

Industrial AI Podcast vor 2 Jahren

Our guest is Prof. Dr. Jakub Tomczak. He works at the TU Eindhoven. His focus: GenAI Systems. He explains his approach, why Simulink plays a role and how he became the NeurIPS Chair.

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1:05:01

Podcast

Industrial AI Podcast

350 Episoden

How the industry can benefit from AI technologies and what it takes to do so.

Wissenschaft Technologie Wirtschaft

Podcast aneignen

Prof. Dr. Jakub Tomczak published a sensational article on GenAI
Systems a few weeks ago. We immediately realised that he had to
explain it to us. His outlook: The idea of using LLMs as a backbone
for Operating Systems and agents as applications has attracted a
lot of attention. Here, we consider general systems with various
GenAI-based components, not only LLM-based compartments. Either
way, moving towards GenAI-based (operating) systems seems like the
future, and the next step of cloud-based systems. Indeed, GenAISys
can be deployed locally, but also in a cloud server; or as a hybrid
(e.g., a GeM, a cache storage, and DEs are local but external tools
and storage are in a cloud). The last option can be especially
appealing for manufacturing since all real-life operations must be
executed in real-time while data storage and other operations are
carried out by external services (or agents). Thanks for listening.
We welcome suggestions for topics, criticism and a few stars on
Apple, Spotify and Co. We thank our partner **SIEMENS**
https://www.siemens.de/de/ Our guest is [Jakub
Tomczak](https://www.linkedin.com/in/jakub-tomczak-04305314a/) We
highly recommend his [short article
](https://jmtomczak.github.io/blog/21/21_genaisys.html)
#machinelearning #ai #aimodel #industrialautomation #manufacturing
#automation #genai #datascience #mlops #llm #IndustrialAI
#artificialintelligence