How to deploy your ML models? Listen to Festo's approaches.

Jens Wonneberger is the CISO of automotive supplier Mann+Hummel. He explains to us what rules the company has set itself when it comes to GenAI and LLMs. Jens Wonneberger is a big AI advocate, but we've never had a CISO on the Industrial AI Podcast. But the Mann+Hummel rules can certainly help other companies too. In the news section, we talk about BCW24 and one of the highlights was the announcement that Landing AI is a new partner of the crtlX ecosystem. But we also talk about Harting's Industrial Ethernet Week and ask ourselves: Are models ultimately a commodity?

Johannes Brandstetter is leading a group “AI for data-driven simulations” at the Institute for Machine Learning at the Johannes Kepler University (JKU) Linz. Additionally, he is a Head of Research (AI4Simulation) at NXAI - the new European AI hub in Linz (Austria). Quote: I am firmly convinced that AI is on the cusp of disrupting simulations at industry-scale. Every day thousands and thousands of compute hours are spent on turbulence modeling, simulations of fluid or air flows, heat transfer in materials, traffic flows, and many more. Many of these processes follow similar underlying patterns, but yet need different and extremely specialized software to simulate. Even worse, for different parameter settings the costly simulations need to be run at full length from scratch. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner **HANNOVER MESSE** https://www.hannovermesse.de/de/ Job offering: Heilbronn is looking for a professor https://cdn.hs-heilbronn.de/ce3c0933328f570c/d9e7413e6a15/232-P-IT.pdf Johannes Brandstetter https://www.linkedin.com/in/johannes-brandstetter-55741b116/

We are starting a small simulation special. Last week it was all about batteries. This week the focus is on gas turbines by Siemens Energy. Behnam Nouri is the AI expert at Siemens Energy. He talks to Peter Seeberg about the simulation of gas turbines and explains how he and his team were able to reduce the calculation time for simulations using machine learning. Peter is traveling with an unreliable Internet connection. So the news part is a bit shorter. Robert Weber talks about Sora and what the new genAI model means for the engineering process. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner **HANNOVER MESSE** https://www.hannovermesse.de/de/ Job offering: Heilbronn is looking for a professor https://cdn.hs-heilbronn.de/ce3c0933328f570c/d9e7413e6a15/232-P-IT.pdf Sora Video https://www.youtube.com/watch?v=fG3IE9dkyKY Stefan Suwelacks Posts https://www.linkedin.com/feed/update/urn:li:activity:7164215963301703680?utm_source=share&utm_medium=member_desktop Benedict Evans https://www.ben-evans.com/presentations Behnam Nouri https://www.linkedin.com/in/behnam-nouri-33381063/

In this interview, Richard Ahlfeld explains his technological approach and how the company has developed in recent years. He explains the algorithms behind his solution and where Industrial AI is heading. We have another job offering: In Heilbronn they are looking for a new professor for "RESOURCENEFFICIENT IT IN HARDWARE AND SOFTWARE". Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner **HANNOVER MESSE** https://www.hannovermesse.de/de/ Job offering: Heilbronn is looking for a professor https://cdn.hs-heilbronn.de/ce3c0933328f570c/d9e7413e6a15/232-P-IT.pdf Richard Ahlfeld https://www.linkedin.com/in/richard-ahlfeld/

As things stand today: "We have to scale. We first test on small data sets, then on medium-sized sets and finally on the very large sets," explains Hochreiter. The XLSTM technology performs "very well" on the small and medium-sized data sets. You have to beat all models on the market, says Linz. Over 1,000 GPUs around the world are currently computing the development from Upper Austria. The time horizon is ambitious: The tests on the smaller and medium-sized data sets should be completed by the end of March. "The large data sets will then take centre stage in June," explains Albert Ortig, Managing Director of NXAI. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner **HANNOVER MESSE** https://www.hannovermesse.de/de/ Albert Ortig [Contact](https://www.linkedin.com/in/aajjoo/) Sepp Hochreiter [Contact](https://www.linkedin.com/in/sepp-hochreiter-41514846/)

For sure, Microsoft is interested in providing European companies with AI models. But Xiaopeng has good arguments. In this expanded role, he leads the business growth and go-to-market across AI services (e.g. Azure OpenAI), databases (e.g. Azure Cosmos DB), containers (e.g. Azure Kubernetes Service) and serverless (e.g. Azure Functions). Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner **HANNOVER MESSE** https://www.hannovermesse.de/de/ Xiaopeng Li (李小鹏) [Contact](https://www.linkedin.com/in/xiaopeng-li/)

Robert Weber visited Stefan Fischereder from KEBA. Stefan is a software developer and is responsible for the Linz-based company's Industrial AI division. The Austrians rely on an AI module with a Hailo chip and Stefan explains the strategy to us. KEBA has a turnover of around 560 million euros. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner **HANNOVER MESSE** https://www.hannovermesse.de/de/ Stefan Fischereder ([LinkedIn](https://www.linkedin.com/in/stefan-fischereder-b54a06105/))

At Beckhoff, they call the approach with AI-supported engineering. The result is: TwinCAT Chat. With TwinCAT Chat, the so-called Large Language Models, such as ChatGPT from OpenAI, can be conveniently used for the development of a TwinCAT project. This increases productivity in control programming. But: Beckhoff does not only rely on OpenAI. Other OS LLMs are also used. The Industrial AI Podcast reports weekly on the latest developments in AI and machine learning for the engineering, manufacturing, robotics, automotive, process and automation industries. The podcast features industrial users, scientists, vendors and startups in the field of Industrial AI and machine learning. The podcast is hosted by Peter Seeberg, Industrial AI consultant and Robert Weber, tech journalist.Their mission: Demystify Industrial AI and machine learning, inspire industrial users. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner **HANNOVER MESSE** **OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/ Contact to Dr. Fabian Bause [here](https://www.linkedin.com/in/fabian-bause-15aa2b213/) Contact to Jannis Doppmeier [here](https://www.linkedin.com/in/jannis-d-0b9851226/)

Many people wondered why Bosch is investing in Aleph Alpha, where are the models trained and why don't they use open source LLMs? We asked him. Some GenAI use cases: •Service: When you call Bosch, a LLM and a human will help you. •Quality inspection: synthetic data for vision systems. •Software development In the news part we discussed the new Figure01 robot, talked about RAG, Hugging Face and the German journalist Nils Minkmar. The Industrial AI Podcast reports weekly on the latest developments in AI and machine learning for the engineering, robotics, automotive, process and automation industries. The podcast features industrial users, scientists, vendors and startups in the field of Industrial AI and machine learning. The podcast is hosted by Peter Seeberg, Industrial AI consultant and Robert Weber, tech journalist. Their mission: Demystify Industrial AI and machine learning, inspire industrial users. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner Hannover Messe **OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/ **Newspart** The articel we discussed by Nils Minkmar / [LINK ](https://steadyhq.com/de/nminkmar/posts/fd32536b-95e5-4e10-9888-eab0f2b4667e) The Video of Figure01 / [LINK](https://www.linkedin.com/posts/figure-ai_figure-status-update-ai-trained-coffee-ugcPost-7149750986197061632-T1hT?utm_source=share&utm_medium=member_desktop) **Contact** Dr. Andreas Nauerz / [LINK](https://www.linkedin.com/in/nauerz)

Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner Siemens **OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/ !!! The Industrial AI Podcast reports weekly on the latest developments in AI and machine learning for the engineering, robotics, automotive, process and automation industries. The podcast features industrial users, scientists, vendors and startups in the field of Industrial AI and machine learning. The podcast is hosted by Peter Seeberg, Industrial AI consultant and Robert Weber, tech journalist. Their mission: Demystify Industrial AI and machine learning, inspire industrial users.