Industrial AI Podcast
242 episodes - English - Latest episode: 3 days ago -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.
The Industrial AI Podcast is a proud partner of the Women in AI & Robotics initiative.
The hosts:
Peter Seeberg is an Industrial AI and machine learning expert for the manufacturing industry. He worked over 25 years in IT (Intel) and 10 years in Automation. He co-initiated the Industrial Data Intelligence Startup (Softing) where he was responsible for managing machine learning projects in industrial environments. Today he advises companies when it comes to Industrial AI and machine learning. Together with Robert Weber, journalist for industrial topics, he discusses AI and ML applications, standards, and education topics, make or buy decisions as well as regulation for AI in manufacturing.
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Episodes
AI explains Source Code
April 24, 2024 22:01 - 43 minutes - 35.1 MBMany companies use GenAI to generate code. Josef Waltl and his team take the opposite approach. They have old code translated. Josef explains how they do this in the podcast interview. 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 Josef Waltl [more ](https://www.linkedin.com/in/josefwaltl/)
Beckhoff launches an AutoML tool
April 21, 2024 22:01 - 26 minutes - 22.3 MBFabian Bause was actually very sceptical at our AI in the Forest event, which was all about AutoML. Then he called us a few weeks ago and we were surprised. Beckhoff offers its customers and also non-Beckhoff users an AutoML tool. The automation company is thus breaking new ground. Has he changed his mind? And if so, why? Fabian explains it to us.
What's going on with the Industrial AI Podcast?
April 17, 2024 22:01 - 1 minute - 2.41 MBWe can't give anything away yet, but anyone who was at our AI in the Forest event will remember. You'll have to be patient until Monday. See you at the fair.
Silo AI: Why Körber, Philips or Unilever work with them?
April 10, 2024 22:01 - 35 minutes - 29.2 MBSilo AI and TurkuNLP are developing a family of multilingual open source LLMs with the aim of strengthening Europe's digital sovereignty and democratising access to LLMs. Developing baseline models that are in line with European values is crucial to this effort to ensure that they are based on data and information that accurately represents the different languages, citizens, organisations and cultural landscape of the European Union. This approach is not only in line with European values, but...
Timeseries Data: Deploy the model in the database
April 03, 2024 22:01 - 41 minutes - 34.2 MBAINode is the third internal node after ConfigNode and DataNode in Apache IoTDB. This node extends the capability of IoTDB to perform machine learning analysis on time series data by interacting with the DataNode and ConfigNode clusters. AINode allows the integration of existing machine learning models by registering them and executing time series analysis tasks through simple SQL statements on specified time series data. This seamlessly combines model creation, management, and inference with...
Autonomous systems in process industry
March 27, 2024 23:01 - 46 minutes - 38 MBIn his group they conduct research to create intelligent systems, which can work autonomously and in collaboration with humans to increase the safety, reliability, and productivity of industrial plants and processes. For this purpose, they leverage process modelling, model predictive control, optimization, and machine learning.
Schaeffler and Siemens: How to train the Industrial Copilot?
March 20, 2024 23:01 - 41 minutes - 34 MBIn 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 used and what the next steps are in the area of Industrial AI and GenAI.
RAG in an industrial setting
March 13, 2024 23:01 - 55 minutes - 44.9 MBIn this episode, Peter Seeberg talks to Stefan Suwelack about RAG for industry, the role of data and the Data Centric Approach and about the Industrial AI Canvas. Stefan works for Renumics. He and his team work for companies like Rehau, Festool or Polytec. 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 Stefan Suwelack https://www.linkedin.com/...
Mann+Hummel: Rules for the AI copilot
March 06, 2024 23:01 - 52 minutes - 42.6 MBJens 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 Ind...
Brandstetter: A foundation model for simulation
February 28, 2024 23:01 - 19 minutes - 16 MBJohannes 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 ...
Siemens Energy: How to decrease simulations computing days down to minutes.
February 21, 2024 23:01 - 39 minutes - 32.2 MBWe 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 wh...
Automotive: Battery Testing with AI
February 14, 2024 23:01 - 25 minutes - 21 MBIn 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:...
Newsflash: Pierer invests Millions in Hochreiter‘s XLSTM
February 05, 2024 04:00 - 31 minutes - 26 MBAs 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 t...
Xiaopeng Li 李小鹏: Europes opportunity on GenAI is apply AI
January 31, 2024 23:01 - 55 minutes - 45.3 MBFor 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...
Automation and AI: Why do you always build grey boxes?
January 24, 2024 23:01 - 46 minutes - 38 MBRobert 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 Fischere...
Beckhoff: Building a HMI with a LLM
January 17, 2024 23:01 - 44 minutes - 36.4 MBAt 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, manufa...
Bosch´s strategy on GenAI
January 10, 2024 23:01 - 1 hour - 54.1 MBMany 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 dev...
Traditional for New Year's Eve: music composed with the AI
December 30, 2023 23:01 - 11 minutes - 9.27 MBThanks 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 startup...
Hans Uszkoreit: Industrial Grade Foundation Models - what is Nyonic´s way?
December 20, 2023 23:01 - 1 hour - 49 MBThe 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 joint database of Japanese robotics manufacturers. We talk about Nvidia, AMD, Keba, LLMs and look back at the year 2023. And we congratulate our interview guest Jakub Tomczak on becoming Program Chair at the next NeurIPS. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. **We wish you ...
Habemus AI Act - What does this mean for the industrial sector and manufacturing?
December 13, 2023 23:01 - 27 minutes - 22.6 MBRobert talked to Dr. Bernhard Nessler, Research Manager Deep Learning & Certification at SCCH, and to Thomas Doms from TÜV AUSTRIA about the AI Act. Both work for Trustifai - a joint venture by SCCH, JKU Linz and TÜV Austria. 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/ Contact Dr. Bernhar...
AI in manufacturing: Combining operational and predictive data
December 06, 2023 23:01 - 1 hour - 55.1 MBThey 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, people and ides in the space of Industrial AI. 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/ Article Wired https://www.wired.com/story/openai-b...
What are AI ProductOps and why do I need them?
November 29, 2023 23:01 - 19 minutes - 16.2 MBAttention, dear product managers from the industry. This episode is just for you. Anna Maria Brunnhofer-Pedemonte explains us their AI ProductOps-Approach and why the industrial sector needs them. 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/ Contact Anna Maria https://www.linkedin.com/in/an...
The ImageNet moment of Robotics
November 22, 2023 23:01 - 53 minutes - 43.3 MBTogether 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 model. Prof. Dr. Abhinav Valada explains the results and what they mean for robotics in the future. 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-industri...
Autonomous Industrial AI for production scheduling
November 15, 2023 23:01 - 33 minutes - 27.8 MBPeter 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. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner Siemens Contact to Bryan https://www.linkedin.com/in/bryan-debois/ The...
GenAI: More than ChatGPT. A new paradigm for the industrial sector
November 08, 2023 23:01 - 41 minutes - 33.5 MBProf. 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 listeners. But: A few months ago, the university received over 100 million euros from ASML. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. W...
Industrial AI and AutoML - 2 days "AI in the forest"
November 01, 2023 23:01 - 30 minutes - 24.9 MBOur 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.
October 25, 2023 22:01 - 20 minutes - 16.9 MBSo 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, 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) [Martin...
xLSTM - "I am almost exploding"
October 18, 2023 22:01 - 21 minutes - 17.5 MBOn 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 xLSTM could also change the industrial sector. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partner [Siemens](https://ne...
Democratizing Industrial Data with generative AI
October 11, 2023 22:01 - 1 hour - 54.6 MBPeter 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 in the analysis, and operationalizing results. In the news part we dicsuss the newest models by Deep Mind. Peter has new ideas concercning databases and we are looking forward to our event together ...
How do I explain neural networks to my parents? Use the Crazy Village of AI
October 04, 2023 22:01 - 15 minutes - 12.9 MBHow 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/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) [Günter Klambauer] (https://www.linkedin.com/in/g%C3%BCnter-klambauer-1b73293a) Thanks to Women in AI and Robotics...
Update: The SORDI dataset
September 27, 2023 22:01 - 32 minutes - 26.5 MBWe 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 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/artifici...
A LLM as co-pilot for robotic components
September 20, 2023 22:01 - 33 minutes - 27.3 MBThe 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 run the application with LLaMA. 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/glo...
Robustness and generalization performance of Deep Learning Models on Cyber-Physical Systems
September 13, 2023 22:01 - 43 minutes - 35.6 MBDeep 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 multivariate time series data from CPS. Peter Seeberg talked to the authors. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. We thank our partne...
A silent night in Berlin
August 23, 2023 22:01 - 4 minutes - 5.05 MBWe 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 music ([here](https://hexagonmachine.bandcamp.com/)) We thank our partner [Siemens ](https://new.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html) Thanks ...
Porsche combines bayesian networks with modern approaches to optimize production planning
August 16, 2023 22:01 - 31 minutes - 26.2 MBWe 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. With this episode, Peter and Robert say goodbye to the summer break. We will be back in September. Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify a...
Are you working on a Siemens LLM? "We do!"
August 09, 2023 22:01 - 27 minutes - 22.7 MBIn 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 we might be overestimate LLMs. 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/g...
Women in AI & Robotics: What role can AI play in robotics safety?
August 02, 2023 22:01 - 58 minutes - 47.4 MBGeorgia 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 Krummena...
Realtalk: Industrial AI, LLMs and demand forecasting for retailers and intralogistics
July 26, 2023 22:01 - 35 minutes - 28.8 MBHelmut 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 forgot...
Why everyone in the industrial sector should use/try code interpreter maybe for predictive quality.
July 19, 2023 22:01 - 35 minutes - 29.3 MBPeter 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...
Object-Centric Process Mining
July 12, 2023 22:01 - 49 minutes - 40.6 MBWil 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.sie...
Women in AI & Robotics: Can truly reliable DL models exist on given hardware systems at all?
July 05, 2023 22:01 - 49 minutes - 40.1 MBWe 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. ...
AI in China: Socialist content for LLMs
June 28, 2023 22:01 - 19 minutes - 16.5 MBFor 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: Rebecc...
Anniversary episode and how CLAAS designers use AI for CAD - 200 episodes Industrial AI Podcast
June 21, 2023 22:01 - 47 minutes - 39 MBOur 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...
Supply Chain and Industrial AI - from prediction to prescriptive
June 14, 2023 22:01 - 21 minutes - 18.3 MBSascha 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/pro...
Is Google the new Xerox? And Industrial AI trends from IoT Analytics
June 07, 2023 22:01 - 41 minutes - 33.6 MBWe 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...
Timeseries data and ChatGPT? Limits of LLMs in industrial applications
May 31, 2023 22:01 - 47 minutes - 38.5 MBPeter 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.
China, patents and Industrial AI
May 24, 2023 22:01 - 39 minutes - 32.1 MBIn 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, appr...
Requirements engineering for Machine Learning
May 17, 2023 22:01 - 53 minutes - 43.4 MBMarkus 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 paradi...
The future of transformers and RNNs, Open Source an AI, LLMs for OPC UA and LLMs with memory
May 10, 2023 22:01 - 50 minutes - 41.4 MBWe 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 partn...
Building AI algorithms for marble-, packaging- and cnc-machines
May 03, 2023 22:01 - 47 minutes - 39.6 MBPeter 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 t...