Latest Maschine Podcast Episodes
Autonomous Industrial AI for production scheduling
Industrial AI Podcast - November 15, 2023 23:01 - 33 minutesPeter Seeberg talked to Bryan DeBois Director of Industrial AI at RoviSys. RoviSys is a global system integrator. Bryan speaks about autonomous Industrial AI. Bryan describes his approach and explains what role AI plays in the area of skills shortages and the role of reinforcement learning. Than...
GenAI: More than ChatGPT. A new paradigm for the industrial sector
Industrial AI Podcast - November 08, 2023 23:01 - 41 minutesProf. Dr. Jakub Tomczak has been researching GenAI for 10 years. He represents a new generation of researchers and is recognised throughout Europe as an expert on GenAI. He explains the new way of thinking in AI. He works at the TU Eindhoven. Eindhoven is a hidden champion for most industry liste...
Industrial AI and AutoML - 2 days "AI in the forest"
Industrial AI Podcast - November 01, 2023 23:01 - 30 minutesOur host was Werner Faulhaber from Arburg. After the discussion rounds, we were given a tour of the production. And on the last day, patents and AI were the focus of the discussions. If you would also like to be part of our round, please drop us a line.
How to deploy your ML models? Listen to Festo's approaches.
Industrial AI Podcast - October 25, 2023 22:01 - 20 minutesSo there are lots of books and information and tutorials about how to create a model, how to make all the feature engineering, how to train models, how to evaluate them. But there is quite less information if it comes to the deployment. Thanks for listening. We welcome suggestions for topics, ...
xLSTM - "I am almost exploding"
Industrial AI Podcast - October 18, 2023 22:01 - 21 minutesOn the eve of the interview, Robert met Prof. Dr Johannes Brandstetter. He comes from Microsoft Research in Amsterdam and is now doing research in Linz. He is sure: Hochreiter is on the right track. Hochreiter explains the architecture to us, talks about the future of transfomers and explains why...
Democratizing Industrial Data with generative AI
Industrial AI Podcast - October 11, 2023 22:01 - 1 hourPeter Seeberg talked to Kurt DeMaagd, Chief AI Officer at Sight Machine. He explains us their Manufacturing Data Platform. He is a veteran of manufacturing AI/ML projects. He specializes in managing a high variety of data sources, analyzing that data with machine learning methods, building trust ...
How do I explain neural networks to my parents? Use the Crazy Village of AI
Industrial AI Podcast - October 04, 2023 22:01 - 15 minutesHow do I explain Deep Learning to my parents? We talked to Prof. Günter Klambauer about his idea to use the Crazy Village of AI. 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/...
Update: The SORDI dataset
Industrial AI Podcast - September 27, 2023 22:01 - 32 minutesWe already had an episode about SORDI, but a lot happened since than and the epsiode was in German. Chafic Abou Akar works for BMW and is Tech Lead SORDI.ai. He gives us an update on the SORDI dataset. Robert Weber was in Linz and visited Prof. Dr. Sepp Hochreiter and his team. Thanks for liste...
A LLM as co-pilot for robotic components
Industrial AI Podcast - September 20, 2023 22:01 - 33 minutesThe LLM Copilot is part of the OS horst. The idea is to speed up the configuration of the robot and the components. The User asks the LLM, if the installation is quite ready or gets support with the installation of components. The system runs on ChatGPT but for Ismail it is also conceivable to ru...
Robustness and generalization performance of Deep Learning Models on Cyber-Physical Systems
Industrial AI Podcast - September 13, 2023 22:01 - 43 minutesDeep learning (DL) models have seen increased attention for time series forecasting, yet the application on cyber-physical systems (CPS) is hindered by the lacking robustness of these methods. Thus, this study evaluates the robustness and generalization performance of DL architectures on multivar...
A silent night in Berlin
Industrial AI Podcast - August 23, 2023 22:01 - 4 minutesWe still have something for the summer break. Tristan has composed again with the AI. Enjoy the days off. We will hear from you again in September. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. Thanks to Tristan Behrens - more AI mu...
Porsche combines bayesian networks with modern approaches to optimize production planning
Industrial AI Podcast - August 16, 2023 22:01 - 31 minutesWe talk to Simon Dürr from Porsche and Prof. Dr. Marco Huber from Fraunhofer IPA. Simon was responsible for the project at Porsche and wrote his PhD thesis on it. Marco Huber was his supervisor and together they explain the approach. The project attracted a lot of attention within the company. Wi...
Are you working on a Siemens LLM? "We do!"
Industrial AI Podcast - August 09, 2023 22:01 - 27 minutesIn this episode, Peter and Robert talk to the CTO of Siemens: Peter Körte. It's about industrial grade LLMs, bread and butter business with AI, regulation and use cases. 30 min on Siemens AI strategy, how to set up AI use cases with customers, the role of MLOps, how customers can buy AI, and why...
Women in AI & Robotics: What role can AI play in robotics safety?
Industrial AI Podcast - August 02, 2023 22:01 - 58 minutesGeorgia 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,...
Realtalk: Industrial AI, LLMs and demand forecasting for retailers and intralogistics
Industrial AI Podcast - July 26, 2023 22:01 - 35 minutesHelmut 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 dist...
Why everyone in the industrial sector should use/try code interpreter maybe for predictive quality.
Industrial AI Podcast - July 19, 2023 22:01 - 35 minutesPeter 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, sa...
Object-Centric Process Mining
Industrial AI Podcast - July 12, 2023 22:01 - 49 minutesWil 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:...
Women in AI & Robotics: Can truly reliable DL models exist on given hardware systems at all?
Industrial AI Podcast - July 05, 2023 22:01 - 49 minutesWe 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 ...
AI in China: Socialist content for LLMs
Industrial AI Podcast - June 28, 2023 22:01 - 19 minutesFor 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 than...
Anniversary episode and how CLAAS designers use AI for CAD - 200 episodes Industrial AI Podcast
Industrial AI Podcast - June 21, 2023 22:01 - 47 minutesOur 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 a...
Supply Chain and Industrial AI - from prediction to prescriptive
Industrial AI Podcast - June 14, 2023 22:01 - 21 minutesSascha 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 w...
Is Google the new Xerox? And Industrial AI trends from IoT Analytics
Industrial AI Podcast - June 07, 2023 22:01 - 41 minutesWe 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 w...
Timeseries data and ChatGPT? Limits of LLMs in industrial applications
Industrial AI Podcast - May 31, 2023 22:01 - 47 minutesPeter 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 limit...
China, patents and Industrial AI
Industrial AI Podcast - May 24, 2023 22:01 - 39 minutesIn 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...
Requirements engineering for Machine Learning
Industrial AI Podcast - May 17, 2023 22:01 - 53 minutesMarkus 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 in...
The future of transformers and RNNs, Open Source an AI, LLMs for OPC UA and LLMs with memory
Industrial AI Podcast - May 10, 2023 22:01 - 50 minutesWe 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 ...
Building AI algorithms for marble-, packaging- and cnc-machines
Industrial AI Podcast - May 03, 2023 22:01 - 47 minutesPeter 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 Mach...
Aleph Alpha, HPE and the industrial robot
Industrial AI Podcast - April 26, 2023 22:01 - 38 minutesSepp 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 t...
The legeslative lasagne: AI Act
Industrial AI Podcast - April 19, 2023 22:01 - 34 minutesOur 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 abou...
What is data centric AI and why is it important for industrial AI?
Industrial AI Podcast - April 12, 2023 22:01 - 1 hourIn 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/produc...