podcastlijstje

Industrial AI Podcast

Alle afleveringen

358 afleveringen, van nieuw naar oud

  1. A silent night in Berlin

    24 augustus 2023 · 4 min

    Afspelen
    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. Lees meer

    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 to Women in AI and Robotics ([more](https://www.womeninairobotics.de/))

    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 team:

    Barbara, Anne and Simon!

  2. Porsche combines bayesian networks with modern approaches to optimize production planning

    17 augustus 2023 · 32 min

    Afspelen
    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 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. Lees meer

    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 and Robotics ([more](https://www.womeninairobotics.de/))

    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 team:

    Barbara, Anne and Simon!

  3. Are you working on a Siemens LLM? "We do!"

    10 augustus 2023 · 27 min

    Afspelen
    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, 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. Lees meer

    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 and Robotics ([more](https://www.womeninairobotics.de/))

    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 team:

    Barbara, Anne and Simon!

    Our guest: [Peter Körte ](https://www.linkedin.com/in/peterkoerte/)

  4. Women in AI & Robotics: What role can AI play in robotics safety?

    3 augustus 2023 · 58 min

    Afspelen
    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. Lees meer

    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/)

  5. Realtalk: Industrial AI, LLMs and demand forecasting for retailers and intralogistics

    27 juli 2023 · 35 min

    Afspelen
    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. Lees meer

    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-b3668416/))

    Franziskos Kyriakopoulos ([more](https://www.linkedin.com/in/franziskos-kyriakopoulos/))

  6. Why everyone in the industrial sector should use/try code interpreter maybe for predictive quality.

    20 juli 2023 · 36 min

    Afspelen
    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. Lees meer

    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 TabPFN with Prof. Dr. Frank Hutter and his team. Feel free to contact us, if you are interested robert@aipod.de

    Our guests:
    Prof. Dr. Marco Huber ([more](https://www.linkedin.com/in/marco-huber-78a1a151/))

  7. Object-Centric Process Mining

    13 juli 2023 · 50 min

    Afspelen
    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. Lees meer

    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)

  8. Women in AI & Robotics: Can truly reliable DL models exist on given hardware systems at all?

    6 juli 2023 · 49 min

    Afspelen
    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. Lees meer

    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-2606b215/))

  9. AI in China: Socialist content for LLMs

    29 juni 2023 · 20 min

    Afspelen
    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. Lees meer

    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/))

  10. Anniversary episode and how CLAAS designers use AI for CAD - 200 episodes Industrial AI Podcast

    22 juni 2023 · 48 min

    Afspelen
    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. Lees meer

    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-tiako-poungue-6b26b5a2/))

  11. Supply Chain and Industrial AI - from prediction to prescriptive

    15 juni 2023 · 22 min

    Afspelen
    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. Lees meer

    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/))

  12. Is Google the new Xerox? And Industrial AI trends from IoT Analytics

    8 juni 2023 · 41 min

    Afspelen
    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. Lees meer

    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 Google (check [out](https://www.youtube.com/watch?v=CKDEUrRaUfU))

    Our guest:
    Knud Lasse Lueth [more ](https://www.linkedin.com/in/knudlueth/)

  13. Timeseries data and ChatGPT? Limits of LLMs in industrial applications

    1 juni 2023 · 47 min

    Afspelen
    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. Lees meer

  14. China, patents and Industrial AI

    25 mei 2023 · 39 min

    Afspelen
    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. Lees meer

    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/)

    Michael Kühne-Schlinkert [more](https://www.linkedin.com/in/michaelkuehneschlinkert/)

  15. Requirements engineering for Machine Learning

    18 mei 2023 · 53 min

    Afspelen
    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. Lees meer

    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))

  16. The future of transformers and RNNs, Open Source an AI, LLMs for OPC UA and LLMs with memory

    11 mei 2023 · 51 min

    Afspelen
    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. Lees meer

    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))

    OPC UA and LLMs ([more](https://github.com/OPCFoundation/UA-EdgeTranslator))

    Open Source and AI ([more](https://www.semianalysis.com/p/google-we-have-no-moat-and-neither))

  17. Building AI algorithms for marble-, packaging- and cnc-machines

    4 mei 2023 · 48 min

    Afspelen
    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. Lees meer

    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)

  18. Aleph Alpha, HPE and the industrial robot

    27 april 2023 · 39 min

    Afspelen
    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. Lees meer

    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/)

  19. The legeslative lasagne: AI Act

    20 april 2023 · 34 min

    Afspelen
    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. Lees meer

    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

  20. What is data centric AI and why is it important for industrial AI?

    13 april 2023 · 1 uur 6 min

    Afspelen
    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. Lees meer

    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/)

  21. GPT for industrial use cases and LLMs on the edge

    6 april 2023 · 24 min

    Afspelen

    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?

  22. GPT plugins, Risk Classification Database for Industrial AI, farewell to G. Moore and Cybersecurity for ML Models

    30 maart 2023 · 47 min

    Afspelen
    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. Lees meer

    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/)

  23. Festo IO conference: What is Fetch.ai - a crypto, an ecosystem for ML or both?

    23 maart 2023 · 26 min

    Afspelen
    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. Lees meer

    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/)

  24. Festo IO conference: MLOps is a buzzword, but...

    16 maart 2023 · 36 min

    Afspelen
    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 MLOps strategy and why AWS is investing in ML hardware. We had the pleasure of attending the io.conferene by Festo for two days and brought back some exciting presentations. Over the next few weeks, we'll be talking about models on the blockchain, the security of models and how industrial companies are deploying ML models. Lees meer

    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 [Samir ](https://www.linkedin.com/in/samiraraujo/)

  25. Due-diligence for industrial AI startups

    9 maart 2023 · 24 min

    Afspelen
    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 if the business model works. He explains in the podcast how he does this and what role the AI Act plays. Franziskos Kyriakopoulos is the founder of the company 7LYTIX. He knows Machine Learning very well and is one of the thought leaders in the Linz region in Austria. Lees meer

    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: https://www.linkedin.com/in/franziskos-kyriakopoulos/

  26. Why do you call TabPFN a revolution for data science?

    2 maart 2023 · 50 min

    Afspelen
    Prof. Dr. Frank Hutter and his team presented a "radically new approach" to tabular classification. It is a new tabular data classification method that takes < 1 second & yields SOTA performance (competitive with the best AutoML pipelines in an hour).
    So far, it is limited in scale, though: it can only tackle problems up to 1000 training examples, 100 features and 10 classes. It works best when all features are numerical and there are no missing values (but we believe when we focus on those cases we’ll also improve performance for them).     Lees meer

    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)

    News:

    Facebooks Language Model: https://github.com/facebookresearch/llama

    Arduino and ML: https://hackaday.com/2023/02/24/tiny-machine-learning-on-as-little-as-2-kb-of-ram/

    Our guest: Prof. Dr. Frank [Hutter ](https://www.linkedin.com/in/frank-hutter-9190b24b/)

    The TabPFN Paper: https://arxiv.org/abs/2207.01848

    The Summary: https://www.automl.org/tabpfn-a-transformer-that-solves-small-tabular-classification-problems-in-a-second/

  27. Industrial AI and Motion Control - how do we reduce engineering time?

    23 februari 2023 · 34 min

    Afspelen
    Several conveyor belts transport chocolate bars: They are part of the demonstrator machine that shows how Artificial Intelligence can be used for motion control. What remains to be done in a real factory is to pack the chocolate bars – automated, of course. In this Intelligent Infeed Demonstrator machine from Siemens Digital Industries, the chocolate bars must be placed in evenly spaced slots on the outfeed belt. Lees meer

    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 [Hannover Messe]
    (https://www.hannovermesse.de/en/)

    Our guests: https://www.linkedin.com/in/dr-michel-tokic-a35081105/
    and https://www.linkedin.com/in/martin-bischoff-68b432193/

  28. LSTM for ABB's Augmented Operator

    16 februari 2023 · 58 min

    Afspelen
    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 used? One requirement is the LSTM algorithm. 25 years ago, Schmidhuber and Hochreiter developed the LSTM algorithm. The breakthrough came with the tech companies from Silicon Valley. But the automation industry also uses the approach. ABB developed an augmented operator with the LSTM. Lees meer

    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 [Hannover Messe]
    (https://www.hannovermesse.de/en/)

    Shownotes:

    Github CEO about Open Source and AI ([more](https://www.linkedin.com/pulse/europes-chance-leader-age-ai-thomas-dohmke%3FtrackingId=nkqtFFG%252FTG%252Bm7XdC9xVUVQ%253D%253D/?trackingId=nkqtFFG%2FTG%2Bm7XdC9xVUVQ%3D%3D))

    ChatGPT for business ([more](https://www.zuehlke.com/en/insights/how-chatgpt-is-changing-business))

    Our guests:

    Arzam Muzaffar Kotriwala https://www.linkedin.com/in/arzam/

    Benedikt Schmidt https://www.linkedin.com/in/schmidtbenedikt/

    John Pretlove https://www.linkedin.com/in/john-pretlove-4675121/

  29. How an Ex-MAN-employee uses reinforcement learning for factories

    9 februari 2023 · 28 min

    Afspelen
    Ramakrishna Nanjundaiah from Phantasma simulated the driving behaviour of vehicles. Now he wants to bring the knowledge to the shop floor. Reinforcement learning is supposed to make factories more efficient. He explains to us in the podcast how this is to be done. Lees meer

    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 [Hannover Messe]
    (https://www.hannovermesse.de/en/)

    Our guest: https://www.linkedin.com/in/ramakrishnananjundaiah/

  30. SDK for machine learning on the edge

    2 februari 2023 · 24 min

    Afspelen
    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. More about that when Peter is back.
    Peter is on holiday and so Robert looks ahead to February. This month we talk about reinforcement learning for production, ABB's augemented operator and a Siemens project.     Lees meer

    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 [Hannover Messe]
    (https://www.hannovermesse.de/en/)

    Our guest: https://www.linkedin.com/in/jon-linden/

  31. More than an interface for open source AI-tools - what is AIUI?

    26 januari 2023 · 36 min

    Afspelen
    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, our event in the Alps and briefly about ChatGPT. Lees meer

    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: https://www.linkedin.com/in/martin-schiele-2a3b747b/

    1. Video
    https://youtu.be/I39sxwYKlEE

    2. Our Video/Pod with Dickmanns
    https://youtu.be/UYDtI6njaNM

    3. Google
    https://www.youtube.com/watch?v=YZ6nPhUG2i0

    4. Schmidhuber and Dickmanns
    https://people.idsia.ch/~juergen/robotcars.html

    5. Time

    a) https://time.com/6246119/demis-hassabis-deepmind-interview/
    b) https://time.com/6247678/openai-chatgpt-kenya-workers/

  32. IABG: How to safeguard AI?

    19 januari 2023 · 40 min

    Afspelen
    Dr. Lukas Höhndorf is Program Manager AI Conformity Assesment. IABG (Industrieanlagen-Betriebsgesellschaft mbH) is a German analysis and testing services company based in Ottobrunn near Munich. The company focuses on the automotive, aerospace, defence and security industries. Lees meer

    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: https://www.linkedin.com/in/dr-lukas-h%C3%B6hndorf-8b5a8211a/

  33. What is Volkswagen's AI research working on?

    12 januari 2023 · 1 uur 14 min

    Afspelen
    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, its research topics this year and etami. Find out what that is in the podcast conversation. In the news section, we talk about ChatGPT, and also let Gary Marcus have his say. Important note: Siemens' AI with Purpose Summit will take place in Munich on 16 and 17 May 2023. Festo, Bosch, OPC Foundation, Arburg, IoT Analytics and many other industrial users will be there. If you want to be there: We have five free tickets. First come, first serve. Lees meer

    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: https://www.linkedin.com/in/smagt?originalSubdomain=de

    News:

    Interview with Gary Marcus New York Times: https://www.nytimes.com/2023/01/06/opinion/ezra-klein-podcast-gary-marcus.html

    Questions? robert@aipod.de or peter@aipod.de

  34. The Festo AI strategy on products and processes

    22 december 2022 · 1 uur 9 min

    Afspelen
    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 development of products and processes at Festo. In addition, we talk about the two worlds of AI and we companies bringing them together. And of course Jan explains to us the role of AI in robotics and how humans and machines will work together in the future from Festo's point of view. Lees meer

    We wish you a merry Christmas and a happy new year!

    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: https://www.linkedin.com/in/jan-r-seyler/

    Questions? robert@aipod.de or peter@aipod.de

  35. NeurIPS Special - more than ChatGPT

    15 december 2022 · 19 min

    Afspelen
    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 developments. Lees meer

    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: https://www.linkedin.com/in/g%C3%BCnter-klambauer-1b73293a/

    Questions? robert@aipod.de or peter@aipod.de

  36. How do you make data accountable? With an AI model.

    8 december 2022 · 20 min

    Afspelen
    Michael Welsch is a mechanical engineer. His approach makes data accountable. A neural network learns to decompose and reconstruct a company's data lake, which it can only do if it learns to model the inner relationships step by step. The AI software is then capitalized on the company's balance sheet as a proxy for the actual data lake. Welsch presented his idea to some auditors and large accounting firms. They were also puzzled by the approach. Lees meer

    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: https://www.linkedin.com/in/michael-welsch-/

    Questions? robert@aipod.de or peter@aipod.de

  37. Use case: Industrial AI and the saw doctor

    1 december 2022 · 44 min

    Afspelen
    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 and tensioning machine. Kohlbacher produces straightening center, sharpening, llevelling and tensioning machines and the owner Siegfried Kohlbacher and his colleague Michael Trumb explain to us why and how they use Industrial AI. The partner in the project was Bosch Rexroth. Kohlbacher is a market leader. The specialist company improves its machines for the timber industry such as filing machines, benching machines and straightening centers on an ongoing basis. In the news section we talk about Galactica, ASML and a new cold war in AI and about Le Cun and Jürgen Schmidhuber. Lees meer

    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)

    Questions? robert@aipod.de or peter@aipod.de

    NEWS:

    ASML

    https://www.bloomberg.com/news/articles/2022-11-22/dutch-resist-us-call-to-ban-more-chip-equipment-sales-to-china

    https://www.ft.com/content/0c4e752d-cf22-425f-a3cb-876b68e1b787

    Le Cun and Schmidhuber

    https://twitter.com/schmidhuberai/status/1594964463727570945?s=46&t=bXJ8jD05EuNBvaA1LNdtQQ

  38. Control cabinets, connectors, PLCs and Industrial AI

    24 november 2022 · 30 min

    Afspelen
    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 models. Tom Hammerbacher explains to us how this is to be done. He is responsible for the Industrial AI division. In the podcast In the podcast, he explains to us how he and his team want to predict the customer's energy consumption, how he deploys AI at the customer's site and what role the PLC from Phoenix Contact plays in this. We also talk about model development in Blomberg and how the engineers test and use their technology in their own factory. Lees meer

    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:] https://www.linkedin.com/in/tom-hammerbacher-82b879174/?originalSubdomain=de

  39. Munich Re: Insure AI?

    17 november 2022 · 38 min

    Afspelen
    Clients of AI solutions wonder: Will the model perform as promised? Will it create consistent results for my specific situation? Will it perform accurately over time even in a changing environment? Who will pay for the losses if the model does not deliver?
    If you are an AI provider, you might relate to these questions. The promise: Munich Re can help you reduce these uncertainties with an innovative insurance-backed performance guarantee.     Lees meer

    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:] https://www.linkedin.com/in/agmatthews/?originalSubdomain=de

  40. Why is causality important for artificial intelligence?

    10 november 2022 · 1 uur 4 min

    Afspelen
    Michael explains, what we need to understand causal relationships, he shares examples where people - when analyzing data – often draw false conclusions on causality based on correlations, and he provides means to collect data to obtain best possible insights on causality. Lees meer

    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:
    https://www.xing.com/profile/Michael_Haft

    Shownotes:

    Glossar AI Definition: https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&cad=rja&uact=8&ved=2ahUKEwio2rjL56D7AhXQ8rsIHTiQATEQFnoECBEQAQ&url=https%3A%2F%2Fpublications.jrc.ec.europa.eu%2Frepository%2Fbitstream%2FJRC129614%2FJRC129614_01.pdf&usg=AOvVaw2PL0zIsWsjUF1V_Exqmgxw

    Gamechanger: https://www.amazon.de/Game-Changer-AlphaZeros-Groundbreaking-Strategies/dp/90569181[…]hvdvcmdl=&hvlocint=&hvlocphy=9042437&hvtargid=pla-606747228382

  41. Reinforcement Learning for a hydraulic system?

    3 november 2022 · 51 min

    Afspelen
    Can Reinforcement Learning improve expert tuned controller performance in an hydraulic system? Fabian explains how a reinforcement learning agent may predict new operating values and outperform a common expert tuned controller. Fabian explains how a reinforcement learning agent may predict new operating values and outperform a common expert tuned controller. Lees meer

    Shownotes:
    Link to deep enforcement learning paper: https://arxiv.org/pdf/1509.02971.pdf

    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:
    https://www.linkedin.com/in/fabian-kreutmayr/

  42. MCML: Where do we want the core AI/ML research to happen?

    27 oktober 2022 · 58 min

    Afspelen
    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 AWS? Thanks go to Thomas Meier of MCML for making the podcast possible. Lees meer

    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)

    News part:

    Frank Hutter:
    https://www.automl.org/tabpfn-a-transformer-that-solves-small-tabular-classification-problems-in-a-second/

    Microsoft:
    https://1e9.community/t/microsoft-soll-wegen-einer-programmier-ki-verklagt-werden-die-mit-open-source-code-trainiert-wurde/18127

    Our guests:
    Prof. Dr. Thomas Seidl
    https://www.linkedin.com/in/prof-dr-thomas-seidl-846b88103/

    Prof. Dr. Daniel Cremers
    https://www.linkedin.com/in/daniel-cremers/

    Prof. Dr. Bernd Bischl
    https://www.statistik.uni-muenchen.de/personen/professoren/bischl/index.html

  43. Deep Vision: Technology trends with Cees Snoek

    20 oktober 2022 · 28 min

    Afspelen
    Snoek talks about foundation models, new roles for science, and which approaches will gain traction in the next two years. Our guest explains how small businesses can also benefit. Thanks to Sepp Hochreiter, who gave us the tip to talk to Cees. Lees meer

    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:
    https://www.linkedin.com/in/cgmsnoek/

  44. AI-assistant for laser cutting

    13 oktober 2022 · 1 uur 4 min

    Afspelen
    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 want to be part of it, write to us on LinkedIn. Lees meer

    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:
    https://www.linkedin.com/in/spitzjonathan/?originalSubdomain=de

  45. INSA: AI for the innovation process

    6 oktober 2022 · 28 min

    Afspelen
    Bonjour! In Strasbourg, scientists use AI methods to support companies in the innovation process. A platform for industry is being created. Prof. Denis Cavallucci explains the approach. Lees meer

    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:
    https://fr.linkedin.com/in/denis-cavallucci-52905014

  46. How Zeiss engineers use the Markov Chain

    29 september 2022 · 37 min

    Afspelen

    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 in the chip industry.

  47. Why and how Infineon is selling AI?

    22 september 2022 · 19 min

    Afspelen
    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 Cooperations at Infineon and is looking for hardware companies that Infineon can support. At the same time, he reports on the group's AI strategy and why the company also wants to market AI software. A new episode of the Industrial AI Podcast. Lees meer

    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)

    Contact to our guest Lamin Ben-Hamdane
    https://www.linkedin.com/in/laminbenhamdane/

  48. AI for technical drawings

    15 september 2022 · 44 min

    Afspelen
    Designers and engineers are faced with huge prints and are looking for technical specifications - this is the reality at many companies. Jochen Mattes from Werk24 wants to change that with AI. How? He explains it to us in an interview. Lees meer

    His machine learning model is further trained every month with over 100,000 technical drawings. The idea behind it: The AI reads technical drawings and provides drawing legend, dimensions, tolerances, threads, chamfers, radii and surface quality.

    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)

    News part:

    Youtube Video A. Ng
    https://bit.ly/3qtDIJx

    Spurious correlations
    https://www.tylervigen.com/spurious-correlations

    Destroy an AI (German > translate with Google)
    https://www.legalvisio.de/zerstorung-ki/

    Xbox Manager (German > translate with Google)
    https://winfuture.de/news,131687.html

    [More AI in the industry? (mostly German)
    ](https://kipodcast.de/podcast-archiv)

    [Or our book AI in Industry: (German)
    ](https://www.hanser-fachbuch.de/buch/KI+in+industry/9783446463455)

    [Contact our guest
    ](https://www.linkedin.com/in/jochenmattes/)

  49. Instant Machine Learning for time series

    8 september 2022 · 21 min

    Afspelen
    The approach: in contrast to Auto ML, the approach is more resource efficient. Tangent Works has promised a new modeling approach designed specifically for time series. In the end, only one model is created for the use case, the Belgians assure, and at high speed. For many applications, it's just seconds, they say. The secret ingredient is called Information Geometry. This provides the speed and makes automation possible. Lees meer

    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)

    [More AI in the industry? (mostly German)
    ](https://kipodcast.de/podcast-archiv)

    [Or our book AI in Industry: (German)
    ](https://www.hanser-fachbuch.de/buch/KI+in+industry/9783446463455)

    [Contact our guest
    ](https://www.linkedin.com/in/philipwauters/)

  50. DALL-E for engineers?

    1 september 2022 · 36 min

    Afspelen
    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: to reduce the product development time of 100,000 engineers by 50 percent by 2026. No wonder; the automotive industry in particular is interested in the monolith approach. BMW and Mercedes are among the references. But Honeywell also uses the AI solution. Lees meer

    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

    Shownotes:
    Article New York Times:
    https://www.nytimes.com/2022/08/24/technology/ai-technology-progress.html
    Learning with Skew Rényi Divergence
    https://arxiv.org/abs/2208.06270
    Green Deal als Chance begreifen (German)
    https://background.tagesspiegel.de/digitalisierung/green-deal-als-chance-begreifen

    More AI in the industry? (mostly German)
    https://kipodcast.de/podcast-archiv

    Or our book AI in Industry: (German)
    https://www.hanser-fachbuch.de/buch/KI+in+industry/9783446463455

    Contact our guest
    https://www.linkedin.com/in/jousefmurad/