Ki In Der Industrie

Georgia Chalvatzaki is an Assistant Professor and research leader of the iROSA group at TU Darmstadt, Germany. She has been accepted into the renowned Emmy Noether Programme (ENP) of the German Research Foundation (DFG) in 2021. In the news section Peter and Robert talk about Mercedes, Fruitcore, UI design, AutoML and Code Interpreter. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. PLEASE fill out the survey from Gabriel Krummenacher and the ETH Zurich [https://www.zuehlke.com/en/machine-learning](https://www.zuehlke.com/en/machine-learning) We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) We thank our team: Barbara, Anne and Simon! Our guest: [Prof. Georgia Chalvatzaki ](https://www.linkedin.com/in/georgia-chalvatzaki/)

Helmut Prieschenk, CEO from WITRON, and Franziskos Kyriakopoulos, founder of 7LYTIX from Linz, discuss ChatGPT, machine learning in logistics and demand forecasting for food retail. Both agree. AI technology offers a wide range of optimisation potential - also for optimising processes in the distribution centre as well as in the entire supply chain. But not only high data quality is crucial. Likewise, the experience of the people as well as the requirements of the consumers must not be forgotten in the data models. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. PLEASE fill out the survey from Gabriel Krummenacher and the ETH Zurich https://www.zuehlke.com/en/machine-learning We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) We thank our team: Barbara, Anne and Simon! Our guests: Helmut Prieschenk ([more](https://www.linkedin.com/in/helmut-prieschenk-b

Peter and I would like to thank all speakers (Cees Snoek, Sepp Hochreiter and Marco Huber), all partners (Hannover Messe, Timecho and IONOS) and all participants of AI in the Alps. It was a pleasure for us. On the way home it was quickly decided: next year we will repeat the format: same time, same place. Actually we wanted to relax a bit the weekend after the event, but then Code Interpreter came. It is rare that Prof. Dr. Marco Huber is so enthusiastic about a tool. But the Code Interpreter has done it to him. The tool is fascinating, but please be careful with the data you enter. Marco explains his approach, but also what you could do with it in the near future. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Do not forget our event AI in the forest together with Hannover Messe. Our main topics: AutoML and

Wil van der Aalst, professor at RWTH Aachen University and the "godfather of Process Mining" gives an introduction into Process Mining and next explains what Object-Centric Process Mining is. Shownotes: Wil will be giving a keynote at [Machine Learning Week Europe, In Berlin, November 15 + 16:](https://machinelearningweek.eu/agenda/) Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Our guests: [Wil van der Aalst](https://www.linkedin.com/in/wvdaalst)

We are very proud to present the first edition of Women in AI & Robotics. Sheila Beladinejad's first guest is Prof. Dr. Gitta Kutyniok from LMU Munich. Gitta asks the question: can truly reliable DL models even exist on given hardware systems? In the news, we report on Intrinsic, robotics and AI as well as LMU, Startups Funding, a new AutoML approach from Fraunhofer IPA and DeepMind. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) We thank our team: Barbara, Anne and Simon! Shownotes: Startup Funding (check [out](https://sifted.eu/articles/which-european-countries-have-the-most-ai-startups?utm_source=sailthru&utm_medium=email&utm_campaign=flagship_newsletter&utm_content=03-07-23&utm_term=wants_main_newsletter)) Our guest: Prof. Dr. Gitta Kutyniok ([check out](https://www.linkedin.com/in/gitta-kutyniok-2

For us, one of the most important statements: The Chinese know our tech/decision-making landscape very well. In Europe, however, only a few know the Chinese innovation landscape. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) We thank our team: Barbara, Anne and Simon! Our guests: Rebecca Arcesati (check [out](https://www.linkedin.com/in/rebecca-arcesati-35179a100/))

Our guests are Roger Tiako Poungue, Domain Lead CAD Mechanic at CLAAS, and Fabian Hanke, Fraunhofer IEM. They explain their approach to us. A knowledge database records the geometries and functions of all CAD models. AI methods such as Case Based Reasoning (CBR) then recognise whether there are already suitable components in the company for the respective development order. Peter Seeberg and Robert Weber celebrate this special episode. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) We thank our team: Barbara, Anne and Simon! Peter as a giraffe https://industriemedien.at/shop/videolist/hmi-maschinenbaugipfel-2018-interview-mit-peter-seeberg/ Our guests: Fabian Hanke (check [out](https://www.linkedin.com/in/fabian-hanke-104214218/)) Roger Tiako Poungue (check [out](https://www.linkedin.com/in/roger-ti

Sascha Bütterling has over 20 billion data points per month. He and his team at Supplyframe have built a model from this and can make predictions about availability, delivery times or prices for electrical components. The next step: prescriptive analytics. Robert Weber met Sascha at Siemens' AI with purpose summit. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Our guest: Sascha Bütterling (check [out](https://www.linkedin.com/in/sascha-b%C3%BCtterling-786a22137/))

We recorded the episode at the Siemens AI with purpose summit in May 23. In the news section we have a lot of interesting announcements from Google/Alphabet and in the main section Robert Weber talks to Knud Lasse Lueth from IoT Analytics about trends in Industrial AI and clarifies the question why companies are advertising fewer AI jobs. IoT Analytics is a leading global provider of market insights and strategic business intelligence for the IoT, AI, Cloud, Edge and Industry 4.0. And we met Knud at the Siemens AI with purpose summit a few weeks a go. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Thanks to Women in AI & Robotics: [Check out https://www.womeninairobotics.de/](https://www.womeninairobotics.de/) The Intrinsic podcast (check [out](https://robotikpodcast.podigee.io/62-intrinsic)) More on Goo

Peter Seeberg talked to Hanna Behnke from Merantix Momentum about LLMs, industrial use cases, prompting and finetuning of the models. Hanna Behnke is Team Lead Machine Learning Project in Berlin. She explains a bit the LLMs architecure and dicsusses with Peter industrial application and the limits and the future of LLMs.

In this episode, we talk to Michael Kühne Schlinkert of Katulu about patents in federated learning, how Chinese companies are strategizing in the patent space, and how he's trying to fight back. In the news, we're excited to announce a collaboration from the Industrial AI Podcast and the Women in AI and Robotics initiative. Once a month, only Sheila Beladinejad and her team will record an episode and play it out through our podcast. In the episodes, women will present their technologies, approaches, and use cases. We are very much looking forward to the collaboration. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our new partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Thanks to Women in AI & Robotics: [Check out https://www.womeninairobotics.de/](https://www.womeninairobotics.de/) Our guests: Sheila Beladinejad [more ](https://www.linkedin.com/in/sheilabel

Markus wrote an interesting article about the topic. Machine learning (ML) is used increasingly in real-world applications. In this paper, we describe our ongoing endeavor to define characteristics and challenges unique to Requirements Engineering (RE) for ML-based systems. As a first step, we interviewed four data scientists to understand how ML experts approach elicitation, specification, and assurance of requirements and expectations. The results show that changes in the development paradigm, i.e., from coding to training, also demands changes in RE. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our new partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Our guest: Markus Borg ([more](https://www.linkedin.com/in/mrksbrg/)) **Shownotes:** The article Markus mentioned ([more](https://arxiv.org/abs/1908.04674))

We are looking into the future of Industrial AI. Our guest is Prof. Dr. Günter Klambauer from JKU Linz and we discuss the peak in LLMs, memory for LLMs and what the future of transformers looks like. In the news part we discuss the article about Jürgen Schmidhuber, talk about the leaked document about Open Source an AI and explain, how to use a LLM for OPC UA. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our new partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Our guest: Prof. Dr. Günter Klambauer, JKU Linz ([more](https://www.linkedin.com/in/g%C3%BCnter-klambauer-1b73293a/)) **Shownotes:** OPC Foundation Podcast ([more](https://opcfoundation.org/resources/podcast/)) Godfather and father of AI discussion ([more](https://www.theguardian.com/technology/2023/may/07/rise-of-artificial-intelligence-is-inevitable-but-should-not-be-feared-father-of-ai-says)) O

Peter Seeberg talked to Daniele Gamba. He is the CEO of AISent and they talked about different industrial AI use cases and why the Italian team develops their own algorithms. They discussed the topic of synthetic data for industrial applications. Daniele Gamba is also an Adjunct Professor of Machine Learning and a Forbes Under 30. He shares his industrial AI expierences with us. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our new partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Our guest: Daniele Gamba (His [LinkedIn](https://www.linkedin.com/in/daniele-gamba/) Profile)

Sepp Hochreiter and his "LSTM LLM" made it into the news. In addition Deepmind and Hans Beckhoff come to ChatGPT. In the main part, Robert Weber talks to Iveta Lohovska and Andy Longworth from HPE about their LLM and a robotics use case. Another guest is Erik Scepanski from Siemens. He explains the automation company's LLM approach to us. The podcast is growing and we want to keep growing. That's why our German-language podcast is now available in English. We are happy about new listeners. We thank our new partner Siemens (https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Our guests: Iveta Lohovska (https://www.linkedin.com/in/iveta-lohovska-40210362/?originalSubdomain=at) Andy Longworth (https://www.linkedin.com/in/alongwor/) Erik Scepanski (https://www.linkedin.com/in/erik-scepanski-241551148/)

Our guests are Dr. Andreas Liebl and Dr. Till Klein. We discuss political issues, talk about regulation and LLMs and about their risk qualification database. The podcast is growing and we want to keep growing. That's why our German-language podcast is now available in English. We are happy about new listeners. We thank our new partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) The risk classification database https://bit.ly/3KdYFTB Our guests: https://www.linkedin.com/in/dr-andreas-liebl/?originalSubdomain=de https://www.linkedin.com/in/tillklein/?originalSubdomain=de

In the main part Peter and Stefan Suwelack discusses the data centric AI approach which is also often featured by Andrew Ng. Stefan explains us, why this approach helps industrial companies and describes some use cases. We thank our new partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Amazon Dataset [more](https://www.amazon.science/blog/amazon-releases-largest-dataset-for-training-pick-and-place-robots) LeCun and Andrew Ng [more](https://www.youtube.com/watch?v=BY9KV8uCtj4) Geoffrey Hinton interview [more](https://www.youtube.com/watch?v=qpoRO378qRY) The Risk Classification Database [more ](https://appliedaiinitiative.notion.site/Risk-Classification-Database-2b58830bb7f54c9d8c869d37bdb27709) Our guest: [Dr. Stefan Suwelack ](https://www.linkedin.com/in/stefansuwelack/)

Many customers would use LLMs primarily for knowledge management. He explains how this works in the podcast. The connection to own data sets is also a topic and at the end we look into the future and ask ourselves what LLMs can't actually do?

Mirko is the CEO of asvin and we met him at the Festo IO Conference. In the news section, we talk about GPT and plugins, language models for industry, a new database around the AI Act, and Peter briefly looks back at his time with Gordon Moore. The podcast is growing and we want to keep growing. That's why our German-language podcast is now available in English. We are happy about new listeners. We thank our new partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) ### The Risk Classification Database https://appliedaiinitiative.notion.site/Risk-Classification-Database-2b58830bb7f54c9d8c869d37bdb27709 Our guest: [Mirko Ross ](https://www.linkedin.com/in/mirko-ross/)

Bosch and Festo are part of the Fetch.ai network. Why? We talked about the topic with David Noack. We talk to him about decentralized machine learning, what role blockchain plays in this, and how German SMEs are reacting to it. The podcast is growing and we want to keep growing. That's why our German-language podcast is now available in English. We are happy about new listeners. We thank our new partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Our guest [David Noack ](https://www.linkedin.com/in/david-noack-71121179/)