Industrial AI Podcast
Episodes
Timeseries Data: Deploy the model in the database
03 Apr 2024
Contributed by Lukas
AINode is the third internal node after ConfigNode and DataNode in Apache IoTDB. This node extends the capability of IoTDB to perform machine learning...
Autonomous systems in process industry
27 Mar 2024
Contributed by Lukas
In his group they conduct research to create intelligent systems, which can work autonomously and in collaboration with humans to increase the safety,...
Schaeffler and Siemens: How to train the Industrial Copilot?
20 Mar 2024
Contributed by Lukas
In the podcast, we talk about the architecture of the Industrial Copilot, how Schaeffler wants to use it, why the customer provides data, how it is us...
RAG in an industrial setting
13 Mar 2024
Contributed by Lukas
In this episode, Peter Seeberg talks to Stefan Suwelack about RAG for industry, the role of data and the Data Centric Approach and about the Industria...
Mann+Hummel: Rules for the AI copilot
06 Mar 2024
Contributed by Lukas
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 LL...
Brandstetter: A foundation model for simulation
28 Feb 2024
Contributed by Lukas
Johannes Brandstetter is leading a group “AI for data-driven simulations” at the Institute for Machine Learning at the Johannes Kepler University ...
Siemens Energy: How to decrease simulations computing days down to minutes.
21 Feb 2024
Contributed by Lukas
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 Nou...
Automotive: Battery Testing with AI
14 Feb 2024
Contributed by Lukas
In this interview, Richard Ahlfeld explains his technological approach and how the company has developed in recent years. He explains the algorithms b...
Newsflash: Pierer invests Millions in Hochreiter‘s XLSTM
05 Feb 2024
Contributed by Lukas
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 Ho...
Xiaopeng Li 李小鹏: Europes opportunity on GenAI is apply AI
31 Jan 2024
Contributed by Lukas
For sure, Microsoft is interested in providing European companies with AI models. But Xiaopeng has good arguments. In this expanded role, he leads the...
Automation and AI: Why do you always build grey boxes?
24 Jan 2024
Contributed by Lukas
Robert Weber visited Stefan Fischereder from KEBA. Stefan is a software developer and is responsible for the Linz-based company's Industrial AI divisi...
Beckhoff: Building a HMI with a LLM
17 Jan 2024
Contributed by Lukas
At Beckhoff, they call the approach with AI-supported engineering. The result is: TwinCAT Chat. With TwinCAT Chat, the so-called Large Language Models...
Bosch´s strategy on GenAI
10 Jan 2024
Contributed by Lukas
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 G...
Traditional for New Year's Eve: music composed with the AI
30 Dec 2023
Contributed by Lukas
Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner Siemens **OUR EVEN...
Hans Uszkoreit: Industrial Grade Foundation Models - what is Nyonic´s way?
20 Dec 2023
Contributed by Lukas
The last episode of the year: Peter spoke to Hans Uszkoreit from Nyonic about Industrial Grade Foundation Models. In the news part, we talk about the ...
Habemus AI Act - What does this mean for the industrial sector and manufacturing?
13 Dec 2023
Contributed by Lukas
Robert talked to Dr. Bernhard Nessler, Research Manager Deep Learning & Certification at SCCH, and to Thomas Doms from TÜV AUSTRIA about the AI Act. ...
AI in manufacturing: Combining operational and predictive data
06 Dec 2023
Contributed by Lukas
They discussed the role of OEE, the role of AI and how to measure success of AI projects. The Industrial AI Podcast informs you weekly about trends, p...
What are AI ProductOps and why do I need them?
29 Nov 2023
Contributed by Lukas
Attention, dear product managers from the industry. This episode is just for you. Anna Maria Brunnhofer-Pedemonte explains us their AI ProductOps-Appr...
The ImageNet moment of Robotics
22 Nov 2023
Contributed by Lukas
Together with partners from 33 academic labs, Deepmind has pooled data from 22 different robot types to create the Open X-Embodiment dataset and RT-X ...
Autonomous Industrial AI for production scheduling
15 Nov 2023
Contributed by Lukas
Peter Seeberg talked to Bryan DeBois Director of Industrial AI at RoviSys. RoviSys is a global system integrator. Bryan speaks about autonomous Indust...
GenAI: More than ChatGPT. A new paradigm for the industrial sector
08 Nov 2023
Contributed by Lukas
Prof. Dr. Jakub Tomczak has been researching GenAI for 10 years. He represents a new generation of researchers and is recognised throughout Europe as ...
Industrial AI and AutoML - 2 days "AI in the forest"
01 Nov 2023
Contributed by Lukas
Our 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 we...
How to deploy your ML models? Listen to Festo's approaches.
25 Oct 2023
Contributed by Lukas
So 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, ...
xLSTM - "I am almost exploding"
18 Oct 2023
Contributed by Lukas
On the eve of the interview, Robert met Prof. Dr Johannes Brandstetter. He comes from Microsoft Research in Amsterdam and is now doing research in Lin...
Democratizing Industrial Data with generative AI
11 Oct 2023
Contributed by Lukas
Peter Seeberg talked to Kurt DeMaagd, Chief AI Officer at Sight Machine. He explains us their Manufacturing Data Platform. He is a veteran of manufact...
How do I explain neural networks to my parents? Use the Crazy Village of AI
04 Oct 2023
Contributed by Lukas
How 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 listeni...
Update: The SORDI dataset
27 Sep 2023
Contributed by Lukas
We 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 SO...
A LLM as co-pilot for robotic components
20 Sep 2023
Contributed by Lukas
The 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 inst...
Robustness and generalization performance of Deep Learning Models on Cyber-Physical Systems
13 Sep 2023
Contributed by Lukas
Deep learning (DL) models have seen increased attention for time series forecasting, yet the application on cyber-physical systems (CPS) is hindered b...
A silent night in Berlin
23 Aug 2023
Contributed by Lukas
We 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. T...
Porsche combines bayesian networks with modern approaches to optimize production planning
16 Aug 2023
Contributed by Lukas
We 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 ...
Are you working on a Siemens LLM? "We do!"
09 Aug 2023
Contributed by Lukas
In 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, regul...
Women in AI & Robotics: What role can AI play in robotics safety?
02 Aug 2023
Contributed by Lukas
Georgia Chalvatzaki is an Assistant Professor and research leader of the iROSA group at TU Darmstadt, Germany. She has been accepted into the renowned...
Realtalk: Industrial AI, LLMs and demand forecasting for retailers and intralogistics
26 Jul 2023
Contributed by Lukas
Helmut Prieschenk, CEO from WITRON, and Franziskos Kyriakopoulos, founder of 7LYTIX from Linz, discuss ChatGPT, machine learning in logistics and dema...
Why everyone in the industrial sector should use/try code interpreter maybe for predictive quality.
19 Jul 2023
Contributed by Lukas
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 p...
Object-Centric Process Mining
12 Jul 2023
Contributed by Lukas
Wil van der Aalst, professor at RWTH Aachen University and the "godfather of Process Mining" gives an introduction into Process Mining and next explai...
Women in AI & Robotics: Can truly reliable DL models exist on given hardware systems at all?
05 Jul 2023
Contributed by Lukas
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...
AI in China: Socialist content for LLMs
28 Jun 2023
Contributed by Lukas
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 C...
Anniversary episode and how CLAAS designers use AI for CAD - 200 episodes Industrial AI Podcast
21 Jun 2023
Contributed by Lukas
Our guests are Roger Tiako Poungue, Domain Lead CAD Mechanic at CLAAS, and Fabian Hanke, Fraunhofer IEM. They explain their approach to us. A knowledg...
Supply Chain and Industrial AI - from prediction to prescriptive
14 Jun 2023
Contributed by Lukas
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 abo...
Is Google the new Xerox? And Industrial AI trends from IoT Analytics
07 Jun 2023
Contributed by Lukas
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/Al...
Timeseries data and ChatGPT? Limits of LLMs in industrial applications
31 May 2023
Contributed by Lukas
Peter Seeberg talked to Hanna Behnke from Merantix Momentum about LLMs, industrial use cases, prompting and finetuning of the models. Hanna Behnke is ...
China, patents and Industrial AI
24 May 2023
Contributed by Lukas
In this episode, we talk to Michael Kühne Schlinkert of Katulu about patents in federated learning, how Chinese companies are strategizing in the pat...
Requirements engineering for Machine Learning
17 May 2023
Contributed by Lukas
Markus wrote an interesting article about the topic. Machine learning (ML) is used increasingly in real-world applications. In this paper, we describe...
The future of transformers and RNNs, Open Source an AI, LLMs for OPC UA and LLMs with memory
10 May 2023
Contributed by Lukas
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 LL...
Building AI algorithms for marble-, packaging- and cnc-machines
03 May 2023
Contributed by Lukas
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 develo...
Aleph Alpha, HPE and the industrial robot
26 Apr 2023
Contributed by Lukas
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...
The legeslative lasagne: AI Act
19 Apr 2023
Contributed by Lukas
Our guests are Dr. Andreas Liebl and Dr. Till Klein. We discuss political issues, talk about regulation and LLMs and about their risk qualification da...
What is data centric AI and why is it important for industrial AI?
12 Apr 2023
Contributed by Lukas
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 t...
GPT for industrial use cases and LLMs on the edge
05 Apr 2023
Contributed by Lukas
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...
GPT plugins, Risk Classification Database for Industrial AI, farewell to G. Moore and Cybersecurity for ML Models
29 Mar 2023
Contributed by Lukas
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,...
Festo IO conference: What is Fetch.ai - a crypto, an ecosystem for ML or both?
22 Mar 2023
Contributed by Lukas
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...
Festo IO conference: MLOps is a buzzword, but...
15 Mar 2023
Contributed by Lukas
Samir Araújo de Souza works as a Principal AI/ML Solution Architect at AWS. We talked to him at the io.conference by Festo. He explains us their MLOp...
Due-diligence for industrial AI startups
08 Mar 2023
Contributed by Lukas
Franziskos Kyriakopoulos helps investors figure out if a company is really doing Industrial AI and what the quality of the data or the models are and ...
Why do you call TabPFN a revolution for data science?
01 Mar 2023
Contributed by Lukas
Prof. Dr. Frank Hutter and his team presented a "radically new approach" to tabular classification. It is a new tabular data classification method tha...
Industrial AI and Motion Control - how do we reduce engineering time?
22 Feb 2023
Contributed by Lukas
Several conveyor belts transport chocolate bars: They are part of the demonstrator machine that shows how Artificial Intelligence can be used for moti...
LSTM for ABB's Augmented Operator
15 Feb 2023
Contributed by Lukas
In this episode we have three guests from ABB and talk about the augmented operator - what is it supposed to do, how was it built and where will it be...
How an Ex-MAN-employee uses reinforcement learning for factories
08 Feb 2023
Contributed by Lukas
Ramakrishna Nanjundaiah from Phantasma simulated the driving behaviour of vehicles. Now he wants to bring the knowledge to the shop floor. Reinforceme...
SDK for machine learning on the edge
01 Feb 2023
Contributed by Lukas
We have a new podcast partner and say thank you to Hannover Messe. We will be there again this year. Our Even starts on the second day of the fair. Mo...
More than an interface for open source AI-tools - what is AIUI?
25 Jan 2023
Contributed by Lukas
Martin explains his approach and describes how his solution differs from an Auto ML tool. In the news we talk about the new AI Powerhouse Amsterdam, o...
IABG: How to safeguard AI?
18 Jan 2023
Contributed by Lukas
Dr. Lukas Höhndorf is Program Manager AI Conformity Assesment. IABG (Industrieanlagen-Betriebsgesellschaft mbH) is a German analysis and testing serv...
What is Volkswagen's AI research working on?
11 Jan 2023
Contributed by Lukas
Shortly before the end of 2022, we met with Patrick van der Smagt. He is Director of AI Research at VW Group. We discuss foundation models, PRISM, it...
The Festo AI strategy on products and processes
21 Dec 2022
Contributed by Lukas
We spoke with Jan R. Seyler, Director Adv. Dev. AI and Controls at Festo, about generative AI, reinforcement learning and the role AI will play in the...
NeurIPS Special - more than ChatGPT
14 Dec 2022
Contributed by Lukas
We talk about ChatGPT and why Deep Learnings s***s, what new pradigms have been introduced by Geoff Hinton and Yann LeCun and what he thinks of the de...
How do you make data accountable? With an AI model.
07 Dec 2022
Contributed by Lukas
Michael Welsch is a mechanical engineer. His approach makes data accountable. A neural network learns to decompose and reconstruct a company's data la...
Use case: Industrial AI and the saw doctor
30 Nov 2022
Contributed by Lukas
AI isn't just for the big companies. We found a medium-sized company from the Alpine foothills that is taking an interesting approach to its levelling...
Control cabinets, connectors, PLCs and Industrial AI
23 Nov 2022
Contributed by Lukas
Most users know Phoenix Contact as a supplier for the control cabinet or as a PLC manufacturer. But the Blomberg-based company also wants to market AI...
Munich Re: Insure AI?
16 Nov 2022
Contributed by Lukas
Clients of AI solutions wonder: Will the model perform as promised? Will it create consistent results for my specific situation? Will it perform accur...
Why is causality important for artificial intelligence?
09 Nov 2022
Contributed by Lukas
Michael explains, what we need to understand causal relationships, he shares examples where people - when analyzing data – often draw false conclusi...
Reinforcement Learning for a hydraulic system?
02 Nov 2022
Contributed by Lukas
Can Reinforcement Learning improve expert tuned controller performance in an hydraulic system? Fabian explains how a reinforcement learning agent may ...
MCML: Where do we want the core AI/ML research to happen?
26 Oct 2022
Contributed by Lukas
In addition, we ask the question, what should academia do in the future in the AI space and how do they deal with the competition to Meta, Alphabet or...
Deep Vision: Technology trends with Cees Snoek
19 Oct 2022
Contributed by Lukas
Snoek talks about foundation models, new roles for science, and which approaches will gain traction in the next two years. Our guest explains how smal...
AI-assistant for laser cutting
12 Oct 2022
Contributed by Lukas
20 decision-makers from the industry were in Würzburg and we talked about different aspects of AI projects. We want to form a group from this. If you...
INSA: AI for the innovation process
05 Oct 2022
Contributed by Lukas
Bonjour! In Strasbourg, scientists use AI methods to support companies in the innovation process. A platform for industry is being created. Prof. Deni...
How Zeiss engineers use the Markov Chain
28 Sep 2022
Contributed by Lukas
In this episode, we talk about optics and how Zeiss uses Markov Chains in manufacturing. We also talk about an AI engineering platform and some rumors...
Why and how Infineon is selling AI?
22 Sep 2022
Contributed by Lukas
We spoke with Lamin Ben-Hamdane from Infineon about the startup strategy, chips and about AI software made by Infineon. Lamin is Head of Startup Coop...
AI for technical drawings
14 Sep 2022
Contributed by Lukas
Designers and engineers are faced with huge prints and are looking for technical specifications - this is the reality at many companies. Jochen Mattes...
Instant Machine Learning for time series
07 Sep 2022
Contributed by Lukas
The approach: in contrast to Auto ML, the approach is more resource efficient. Tangent Works has promised a new modeling approach designed specificall...
DALL-E for engineers?
31 Aug 2022
Contributed by Lukas
We talked with Jousef Murad from Monolith AI about testing, simulation, DALL E and how engineers can use AI for test less. Monolith's ambitious goal: ...
KI und Ausbildung - Hochreiters Favoriten für KI und Machine Learning
10 Aug 2022
Contributed by Lukas
Prof. Dr. Sepp Hochreiter weiß, wo die besten Papers entstehen, weiß wo die Lehrschwerpunkte sind, weiß welche Unternehmen sich an den Unis ansiede...
KI und Ausbildung - Masterarbeit am Rollen-Prüfstand
03 Aug 2022
Contributed by Lukas
Stephan Letzner, Masterstudent Produktentwicklung und Working Student Global Agile Management bei TRUMPF, erzählt über die Forschungsarbeit seines M...
KI und Ausbildung - Steinkrauß automationsgestützte KI-Beurteilung
27 Jul 2022
Contributed by Lukas
Sascha Steinkrauß absolviert ein berufsbegleitendes Master-Studium in Graz. In seiner Masterarbeit beschäftigt er sich mit der Erstellung eines Soft...
KI und wie HPE im Schwarm lernt
20 Jul 2022
Contributed by Lukas
Stefan Brock verantwortet das Automotive-Geschäft bei HPE mit. Mit ihm sprechen wir über swarm learning in der Industrie. Dabei kommt ein Verfahren ...
Exklusiv: Kurz KI - neuromorphe Chips aus Dresden
17 Jul 2022
Contributed by Lukas
Nur wenige in Deutschland wissen, dass wir in Dresden eine Spitzenforschung smart Startup-Ökosystem rund um Chips haben. Prof. Dr. Christian Mayr von...
KI bei Fuchs Gewürze
06 Jul 2022
Contributed by Lukas
Die Fuchs Gruppe ist der größte deutsche Gewürzhersteller und weltweit das größte Gewürzunternehmen in privatem Besitz. Alexander Fuchs verantwo...
Kurz KI - KI in der Autowerkstatt
29 Jun 2022
Contributed by Lukas
Andreas Weiss ist Geschäftsbereichsleiter Digitale Geschäftsmodelle bei eco - dem Verband der Internetwirtschaft. Im Podcast berichtet er vom Projek...
KI Anwendungen, Modelle und Infrastruktur; unser Forum auf der HM22
22 Jun 2022
Contributed by Lukas
Wir waren auf der Hauptbühne der Hannover Messe und diskutierten mit Vertretern von Dürr, IONOS, Beckhoff und dem Fraunhofer IPA über KI in der Ind...
Kurz KI - wie gelingt Dependable AI im Engineering?
16 Jun 2022
Contributed by Lukas
Dependable AI spielt ein wichtige Rolle in der Konstruktion und im Betrieb von KI-Systemen. Beim Engineering verlässlicher KI-Systeme geht es entspre...
*Exklusiv* KI Krise in Linz und Sepp Hochreiter denkt an Abschied
08 Jun 2022
Contributed by Lukas
Prof. Dr. Sepp Hochreiter lehrt in Linz, aber die österreichische KI Politik lässt ihn verzweifeln. Das Aushängeschild der Alpenrepublik fühlt sic...
Kurz KI - das Open Source Data Set von BMW und idealworks
02 Jun 2022
Contributed by Lukas
Open Source und KI kann man nicht voneinander trennen. Peter Seeberg spricht mit Jimmy Nassif über das Synthetic Object Recognition Dataset. Wir dank...
KI und das OS Framework Flower für federated learning
25 May 2022
Contributed by Lukas
In dieser Folge erklärt uns Dr. Maria Börner von Adap, welche Rolle Open Source bei Federated Learning spielt und wie sie und ihr Team erste Use Cas...
Kurz KI - wie Dürr seine Lackieranlagen optimiert
18 May 2022
Contributed by Lukas
Lackieranlagen sind komplexe System - mit Betriebs- und Prozessdaten. Das KI-Projekt wurde von Microsoft und Roland Berger schon prämiert. Laudator w...
KI und die Datastories für den Maschinenbau
11 May 2022
Contributed by Lukas
Die Datastory verschickt der Anwender dann an unterschiedliche Domänenexperten im Unternehmen. Diese können dann tiefer in die Daten einsteigen, wei...
Kurz KI - End-of-Line Automatisierung bei Witzenmann
04 May 2022
Contributed by Lukas
Witzenmann bietet weltweit die breiteste Produktpalette an Metallschläuchen, Kompensatoren, Metallbälgen, Rohrhalterungen und Fahrzeugteilen. Die He...
KI in Mann+Hummel Produkten
27 Apr 2022
Contributed by Lukas
Die Idee von Marcel und seinem Team: Die Luftqualität in Firmen, in Gebäuden und Büros analysieren und mit KI dann im nächsten Schritt zu optimier...
Seitenblick: KI in der Landtechnik
20 Apr 2022
Contributed by Lukas
Die Landtechnik ist ein fester Bestandteil des VDMA, doch oft wird sie als Industrie übersehen. In dieser Folge widmen wir uns dem Thema KI in der La...
Kurz-KI - auf dem Weg zur autonomen Robotik
13 Apr 2022
Contributed by Lukas
Dr. Andreas Hermann und Dr. Sven Schmidt-Rohr haben sich mit ArtiMinds Robotics auf sensoradaptive Robotik spezialisiert. Derzeit beschäftigen si...
KI für die Instandhaltung von Ladesäulen
06 Apr 2022
Contributed by Lukas
Tritium baut Schnelllade-Säulen für die Elektromobilität. Ausfälle sehen E- Auto-Fahrer nur sehr ungern. Deshalb setzen die Verantwortlichen auf ...
Kurz-KI - die Normungsroadmap
30 Mar 2022
Contributed by Lukas
Wer wissen will, welche Rolle die Normung bei KI in der Industrie spielt, der muss mit Dr. Christoph Legat sprechen. Die Normungsroadmap stellt ein „...
KI in der Industrie - erst CRISP, dann PAISE
23 Mar 2022
Contributed by Lukas
PAISE steht für Process Model for AI Systems Engineering. Um KI-basierte Komponenten effektiv und effizient in bestehende oder neue Anwendungen zu in...