Episoder
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In a fascinating conversation, Dr. Christian Gilcher guides us through the differences between RPA (Robotic Process Automation) and the more advanced APA approach, which uses AI agents to dynamically manage complex processes in a compliant and efficient manner. They discuss how APA not only solves cost and capacity issues in regulated industries but also provides an innovation boost within the industry. A highlight: APA’s potential goes far beyond optimization, paving the way for entirely new industrial processes in the future.
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We talk about AI research at ASML, new generations of machines, federated learning, MLOps and many more topics. In the news part Peter Seeberg and Robert Weber discussed the RosCon, NVIDIAs show and Microsoft´s engagement in Germany, Honeywell and Siemens.
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Manglende episoder?
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From explainable AI to organizing massive AI projects, this isn’t just about tech; it’s about solving real-world challenges. Listen in as they share candid discussions, lessons learned, and visions for the future, all without the buzzword hype—just real insights from people making AI work in industry.
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 event in January in Frankfurt ([more](https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/)) -
He explains the need for widespread AI knowledge across departments to enable data-driven innovation, starting with young apprentices and dual-study students. Ottnad highlights the importance of understanding data quality, hands-on experience, and interdisciplinary collaboration.
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 event in January in Frankfurt ([more](https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/))
Our guests are [Dr. Jens Ottnad](https://www.linkedin.com/in/dr-jens-ottnad-9b308418b?originalSubdomain=de) -
The basis for the discussion is a paper by Prof. Dr. Marco Huber, which was published a few weeks ago: How should AI decisions be explained? Requirements for Explanations from the Perspective of European Law.
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 event in January in Frankfurt ([more](https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/))
Our guests are [Marco Huber ](https://www.linkedin.com/in/marco-huber-78a1a151/) and [Tom Cadera ](https://www.linkedin.com/in/tom-cadera-05948636/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #Safety #NVIDIA #xLSTM #IndustrialAI #bluecollar #Transformer #HPE #Compute #Hardware #robotics #vision #PLC #Automation #Robotics #IndustrialAIPodcast #Vanderlande #Warehouse #Logistics #XAI #FraunhoferIPA -
Bas shares insights on how AI is enhancing control rooms, optimizing operational workflows, and addressing challenges like data sharing. The discussion also explores future trends, including the potential of AI-based simulation and reinforcement learning for fully automated warehouses.
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 event in January in Frankfurt ([more](https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/))
Our guest is [Bas Coenen ](https://www.linkedin.com/in/samcoenen/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #Safety #NVIDIA #xLSTM #IndustrialAI #bluecollar #Transformer #HPE #Compute #Hardware #robotics #vision #PLC #Automation #Robotics #IndustrialAIPodcast #Vanderlande #Warehouse #Logistics -
Xia is doing his doctorate at the University of Stuttgart at the Institute for Industrial Automation and Software Engineering. He investigates how to apply the LLM reasoning capability to make the simulation models more intelligent. Based on our research exploration, he proposed a concept design consisting of LLM-agents system and digital twins to enhance the intelligence and user-friendliness of industrial software systems.
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Rainer Brehm is the CEO of the Factory Automation Business Unit at Siemens. His team is behind the Industrial Copilot. We talk to Rainer about the monetization of GenAI, development challenges, price-sensitive customers and the next stage of development towards AI agents.
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 event in January in Frankfurt ([more](https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/))
Our guest is [Rainer Brehm ](https://www.linkedin.com/in/rainer-brehm/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #Safety #NVIDIA #xLSTM #IndustrialAI #bluecollar #Transformer #HPE #Compute #Hardware #robotics #vision #PLC #Automation #Robotics #IndustrialAIPodcast -
Only a few people in the region embody the Eindhoven ecosystem like Albert van Breemen. He studied there, worked for Philips, ASML and then set up his own company. We talk about robotics, vision and AI for the food industry.
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 is [Albert van Breemen ](https://www.linkedin.com/in/albertvanbreemen/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #Safety #NVIDIA #xLSTM #IndustrialAI #bluecollar #Transformer #HPE #Compute #Hardware #robotics #vision -
In the news section, we talk about humanoids, about Aleph Alpha, about XAI and HMI and the demands of the AI Act for explainability. We talk about AI agents, robotics and bit about AI operations systems.
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 guests:
[Kathrin Hoesli ](https://www.linkedin.com/in/kathrinhoesli/)
[Max Schönsteiner ](https://www.linkedin.com/in/max-sch%C3%B6nsteiner-aa55a977/)
[XAI Paper](https://arxiv.org/abs/2404.12762v1)
[AI Agents Article by McKinsey](https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/why-agents-are-the-next-frontier-of-generative-ai)
[Robots on Hugging Face](https://www.linkedin.com/posts/bartdewitte_wow-the-democratisation-of-robotics-has-ugcPost-7233096511486627840-OqaP?utm_source=share&utm_medium=member_desktop)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #Safety #NVIDIA #xLSTM #IndustrialAI #bluecollar #Transformer #Compute #Hardware -
We still have something for the summer break! One prompt and the song is ready. This will change the music industry. Peter is a big Prince fan, so we came up with something for the summer. Kudos to Tristan Behrens and Suno.AI. Try it out. We were fascinated by it.
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Facilis.AI developed a transformative GenAI product and is working with 10 top tier manufacturers. They help manufacturers turn AI into tangible ROI in just weeks, by transforming real-time manufacturing data and domain knowledge into actionable insights within minutes.
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 is [Yousef Mohassab ](https://www.linkedin.com/in/yousefmohassab/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #Safety #NVIDIA #xLSTM #IndustrialAI #bluecollar #Transformer #HPE #Compute #Hardware -
Utz-Uwe Haus takes us with him and explains what the industrial sector will need in terms of infrastructure in the coming years. But Uwe doesn't just talk about hardware, we also talk about models, new architecture and computing power.
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 is [Utz-Uwe Haus ](https://www.linkedin.com/in/uuhaus/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #Safety #NVIDIA #xLSTM #IndustrialAI #bluecollar #Transformer #HPE #Compute -
Our guest is Prof. Dr. Johannes Brandstetter. We met Johannes Brandstetter at the AI with purpose summit by Siemens. Peter Seeberg discussed with him the latest developments in simulation and AI. In the newspart we talk about a timeseries paper using xLSTM, Robert Weber talks about a new tool by Continental using a vision approach for sidewall readings and the new company by Fei-Fei Li Xdash.ai.
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Jan Koutnik “Czeched out” in 2009 to improve recurrent neural networks and scale evolutionary reinforcement learning as a postdoc at IDSIA. At NNAISENSE, he directed the division of the company responsible for the “learning to park” NeurIPS 2016 demo with Audi, the “learning to run” NeurIPS competition win in 2017, and the Festo Softhand in-hand manipulation demo at Hannover Messe in 2019.
We take a brief look back with Jan Koutnik at his time at NNAISENSE and the beginnings of Industrial AI. Then we switch to the present. Jan explains his Industrial AI approach, why he doesn't realize GenAI use cases and where he sees the sweet spot for himself and his new company. Spoiler: It's all about vision systems.
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 is [Jan Koutnik ](https://www.linkedin.com/in/jan-koutn%C3%ADk-b7b6872/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #Safety #NVIDIA #LSTM #IndustrialAI #bluecollar -
The EU Machinery Regulation and the topic of AI are closely linked. But other regulations also play a role. For example, machine manufacturers must also keep an eye on the AI Act. Is the regulation a breakthrough? Sascha Steinkrauß remains skeptical.
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 is [Sascha Steinkrauß ](https://www.linkedin.com/in/sascha-steinkrau%C3%9F-6b3248117/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #Sandvik #CAM #Safety #NVIDIA #xLSTM -
Our guest is Magnus Malmström. He is the CTO of Sandvik. He explains to us what his customers demand from him in the area of AI, why his day-to-day work is dominated by AI and how he enriches his CAM systems. And he reveals the new AI based products by Sandvik.
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/
[More about Sandvik's AI for manufacturing:](https://bit.ly/3XHPfXH)
Our guest is [Magnus Malmström](https://www.linkedin.com/in/magnusmalmstrom/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #CAM -
Prof. Dr. Jakub Tomczak published a sensational article on GenAI Systems a few weeks ago. We immediately realised that he had to explain it to us. His outlook: The idea of using LLMs as a backbone for Operating Systems and agents as applications has attracted a lot of attention. Here, we consider general systems with various GenAI-based components, not only LLM-based compartments. Either way, moving towards GenAI-based (operating) systems seems like the future, and the next step of cloud-based systems. Indeed, GenAISys can be deployed locally, but also in a cloud server; or as a hybrid (e.g., a GeM, a cache storage, and DEs are local but external tools and storage are in a cloud). The last option can be especially appealing for manufacturing since all real-life operations must be executed in real-time while data storage and other operations are carried out by external services (or agents).
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 is [Jakub Tomczak](https://www.linkedin.com/in/jakub-tomczak-04305314a/)
We highly recommend his [short article ](https://jmtomczak.github.io/blog/21/21_genaisys.html)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence -
Shadow's robotic hand is in high demand - among others at Google DeepMind - but the British company wants to scale its hand and is also eyeing other markets. In the podcast, Rich Walker explains what role AI plays in this and why he is happy with hardware.
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 is [Rich Walker](https://www.linkedin.com/in/walkerrich/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence -
Peter and Robert report on their highlights from the AI with Purpose Summit and feature some topics that will be published in the coming weeks. For Robert, Rainer Brehm's ‘Industrial Copilot’ development journey was the highlight of the event. Peter spoke to NXAI and Rocket Science. And this is what the event host says? Boris Scharinger shares his impressions with us.
In the main section, we learn from the shipping industry how GenAI can be used to develop fundamentally new designs. Our guest: Shahroz Khan from Bar Technologies.
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/
Some Links
Embraceable AI [more](https://embraceable.ai/)
Rocket Science [more](https://www.rocket-science.ch/press-releases)
NXAI [more](https://www.nx-ai.com/de)
Our guest [Shahroz Khan ](https://www.linkedin.com/in/shahrozkhan2020/)
Our guest [Boris Scharinger ](https://www.linkedin.com/in/borisscharinger/)
#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence - Vis mere
