Alle afleveringen
358 afleveringen, van nieuw naar oud
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AI ears for the robot
5 september 2024 · 44 min
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. 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://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
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Industrial AI and Suno.ai ...(in the centre section, it hangs)
15 augustus 2024 · 5 min
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. Lees meer
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The AI NOx Agent
8 augustus 2024 · 1 uur 9 min
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. 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://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
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Industrial AI: The Revival of Hardware
1 augustus 2024 · 29 min
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. 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://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
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How is Aurora changing industrial simulation?
25 juli 2024 · 51 min
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. Lees meer
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Jan Koutnik´s Blue Collar AI
18 juli 2024 · 47 min
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. Lees meer
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
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EU Machinery Regulation and Industrial AI
11 juli 2024 · 1 uur 3 min
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. 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://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
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CAM and AI: Sandvik´s Industrial AI strategy
4 juli 2024 · 47 min
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. 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://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
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Do we need a "Simulink" for GenAI Systems?
27 juni 2024 · 1 uur 5 min
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). 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://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
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Industrial AI Hardware: Shadow Robot Company
20 juni 2024 · 24 min
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. 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://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
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Generate Data for a GenAI Design-Approach
13 juni 2024 · 54 min
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. Lees meer
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
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Industrial AI: Time Series, ick hör dir trapsen
6 juni 2024 · 42 min
In this episode we talk about Timeseries and in the main part Prof. Dr. Marco Huber from IPA and Marc Zöller from GFT explain how their Timeseries AutoML tool works. In the news part we offer an an overview from Statistical (ARIMA) through ML (Random Forest, gradient boosting, ...), Neural Networks (LSTM), AutoML and lately Transformers approaches. 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://www.siemens.de/de/xLSTM Github ([mehr](https://lnkd.in/eG3HWJrs))
auto-sktime ([mehr](https://github.com/Ennosigaeon/auto-sktime))Our guest [Marco Huber ](https://www.linkedin.com/in/marco-huber-78a1a151/)
Our guest [Marc Zöller ](https://www.linkedin.com/in/marc-zoeller/)#machinelearning #ai #aimodel #industrialautomation #manufacturing #automation #genai #datascience #mlops #llm #IndustrialAI #artificialintelligence #sklearn
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AWS: Combine traditional ML use cases and GenAI
30 mei 2024 · 21 min
Robert Weber met Danny at Harting's IoT Week. A discussion quickly broke out about the future of European start-ups in the field of industrial AI. Unfortunately, the conversation was not recorded. That's why we tried again and arranged a recording date. We talked about AI models, data, use cases and the role of AWS. 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://www.siemens.de/de/Our guest [Danny Smith ](https://www.linkedin.com/in/bdannysmith/)
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How Continental identifies industrial AI use cases
23 mei 2024 · 50 min
To identify AI use cases is always a big topic, when discussing industrial AI. Our guest is Dubravko Dolic will help us. He is the Global Team Lead Applied Analytics & AI at Continental Tires. He explains the Continental approach to identify AI use cases. But Dubravko also explains his favorites Industrial AI use cases at Continental. 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://www.siemens.de/de/Our guest [Dubravko Dolic ](https://www.linkedin.com/in/dubravko-dolic/)
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Trumpf's Industrial AI strategy
16 mei 2024 · 48 min
Our guest is Tom Schneider, Global Head of R&D at Trumpf. He explains to Peter Seeberg what Trumpf's AI strategy looks like, which products he is developing with his team and why the machine manufacturer cannot solve everything on its own. Tom also explains existing AI based solutions by Trumpf and how he and his team build an AI Trumpf ecosystem. Lees meer
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.
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The xLSTM paper and a 2D Grasping solution
8 mei 2024 · 38 min
Hochreiter's xLSTM paper was eagerly awaited. Now it is here. Quote: "We have enhanced LSTM to xLSTM by exponential gating with memory mixing and a new memory structure. xLSTM models perform favorably on language modeling when compared to state-of-the-art methods like Transformers and State Space Models. The scaling laws indicate that larger xLSTM models will be serious competitors to current Large Language Models that are built with the Transformer technology. xLSTM has the potential to considerably impact other deep learning fields like Reinforcement Learning, Time Series Prediction, or the modeling of physical systems." Lees meer
Industrial applications in particular are eyeing xLSTM. The next step is the commercial distribution of the architecture. We met Timo Gessmann, CTO of Schunk, at the Hannover Messe. He uses a GenAI approach to accelerate labeling.
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 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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Hope for Europe: The State of AI Talent Report
2 mei 2024 · 26 min
Zeki's insights are purely data-driven, based on a carefully curated dataset that brings together unique technologies and data to provide insights into 140,000 of the world's top AI scientists and engineers, all with advanced skills and expertise, most of whom are at the early stages of their careers. Lees meer
The market for top AI talent is diversifying and deepening. Large companies hire five times more top AI scientists and engineers than the Big Five (Amazon, Apple, Google, Meta, Microsoft). New national AI champions are emerging outside the US.
The healthcare sector, particularly in Europe, has attracted twenty times more top AI talent over the past 10 years. The global market is also shifting away from the strong dominance of the US. National champions are emerging in some major economies, anchoring talent in their own countries. The characteristics of the best AI talent who choose to go abroad or stay close to home. There are consistent global trends that emerge early in the careers of top AI talent.Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co.
We thank our partner **SIEMENS** their Industrial AI approach -> [here ](https://www.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html)
Our guest: Thomas Hurd [more](https://www.linkedin.com/in/thomas-hurd-1128031b8/)
The report [more](https://www.thezeki.com/the-state-of-ai-talent-2024)
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AI explains Source Code
25 april 2024 · 43 min
Many 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. 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://www.siemens.de/de/Our guest Josef Waltl [more ](https://www.linkedin.com/in/josefwaltl/)
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Beckhoff launches an AutoML tool
22 april 2024 · 26 min
Fabian 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. Lees meer
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What's going on with the Industrial AI Podcast?
18 april 2024 · 2 min
We 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.
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Silo AI: Why Körber, Philips or Unilever work with them?
11 april 2024 · 35 min
Silo 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 also enables sovereignty over how downstream applications and value are created. Lees meer
The success was attributed to the combination of the low-resource Finnish language with resource-rich languages. The team worked to determine the optimal frequency of data reuse for low-resource languages during training, and integrated translated text pairs from English and Finnish. This strategy, which relies on a cross-linguistic signal to improve the model's understanding of the relationships between the languages, proved crucial in achieving excellent performance in the low-resource languages without compromising performance in English.
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Timeseries Data: Deploy the model in the database
4 april 2024 · 42 min
AINode 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 within the database engine. The framework currently supports common machine learning algorithms or proprietary models for typical time series analysis scenarios like time series prediction and anomaly detection. Lees meer
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Autonomous systems in process industry
28 maart 2024 · 46 min
In 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. Lees meer
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Schaeffler and Siemens: How to train the Industrial Copilot?
21 maart 2024 · 41 min
In the podcast, we talk about the architecture of the Industrial Copilot, how Schaeffler wants to use it, why the customer provides data, how it is used and what the next steps are in the area of Industrial AI and GenAI.
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RAG in an industrial setting
14 maart 2024 · 55 min
In this episode, Peter Seeberg talks to Stefan Suwelack about RAG for industry, the role of data and the Data Centric Approach and about the Industrial AI Canvas. Stefan works for Renumics. He and his team work for companies like Rehau, Festool or Polytec. Lees meer
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.pdfStefan Suwelack https://www.linkedin.com/in/stefansuwelack/
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Mann+Hummel: Rules for the AI copilot
7 maart 2024 · 53 min
Jens Wonneberger is the CISO of automotive supplier Mann+Hummel. He explains to us what rules the company has set itself when it comes to GenAI and 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 Industrial Ethernet Week and ask ourselves: Are models ultimately a commodity? Lees meer
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Brandstetter: A foundation model for simulation
29 februari 2024 · 19 min
Johannes 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 in materials, traffic flows, and many more. Many of these processes follow similar underlying patterns, but yet need different and extremely specialized software to simulate. Even worse, for different parameter settings the costly simulations need to be run at full length from scratch. Lees meer
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/Job offering: Heilbronn is looking for a professor
https://cdn.hs-heilbronn.de/ce3c0933328f570c/d9e7413e6a15/232-P-IT.pdfJohannes Brandstetter https://www.linkedin.com/in/johannes-brandstetter-55741b116/
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Siemens Energy: How to decrease simulations computing days down to minutes.
22 februari 2024 · 40 min
We are starting a small simulation special. Last week it was all about batteries. This week the focus is on gas turbines by Siemens Energy. Behnam 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 what the new genAI model means for the engineering process. Lees meer
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/Job offering: Heilbronn is looking for a professor
https://cdn.hs-heilbronn.de/ce3c0933328f570c/d9e7413e6a15/232-P-IT.pdfSora Video https://www.youtube.com/watch?v=fG3IE9dkyKY
Stefan Suwelacks Posts https://www.linkedin.com/feed/update/urn:li:activity:7164215963301703680?utm_source=share&utm_medium=member_desktop
Benedict Evans https://www.ben-evans.com/presentations
Behnam Nouri https://www.linkedin.com/in/behnam-nouri-33381063/
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Automotive: Battery Testing with AI
15 februari 2024 · 26 min
In 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". Lees meer
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/Job offering: Heilbronn is looking for a professor
https://cdn.hs-heilbronn.de/ce3c0933328f570c/d9e7413e6a15/232-P-IT.pdfRichard Ahlfeld https://www.linkedin.com/in/richard-ahlfeld/
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Newsflash: Pierer invests Millions in Hochreiter‘s XLSTM
5 februari 2024 · 32 min
As things stand today: "We have to scale. We first test on small data sets, then on medium-sized sets and finally on the very large sets," explains 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 the end of March. "The large data sets will then take centre stage in June," explains Albert Ortig, Managing Director of NXAI. Lees meer
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/Albert Ortig [Contact](https://www.linkedin.com/in/aajjoo/)
Sepp Hochreiter [Contact](https://www.linkedin.com/in/sepp-hochreiter-41514846/) -
Xiaopeng Li 李小鹏: Europes opportunity on GenAI is apply AI
1 februari 2024 · 55 min
For 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). Lees meer
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/Xiaopeng Li (李小鹏) [Contact](https://www.linkedin.com/in/xiaopeng-li/)
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Automation and AI: Why do you always build grey boxes?
25 januari 2024 · 47 min
Robert 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. Lees meer
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 Fischereder ([LinkedIn](https://www.linkedin.com/in/stefan-fischereder-b54a06105/))
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Beckhoff: Building a HMI with a LLM
18 januari 2024 · 45 min
At 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. Lees meer
The Industrial AI Podcast reports weekly on the latest developments in AI and machine learning for the engineering, manufacturing, 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.
Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co.
We thank our partner **HANNOVER MESSE**
**OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/
Contact to Dr. Fabian Bause [here](https://www.linkedin.com/in/fabian-bause-15aa2b213/)
Contact to Jannis Doppmeier [here](https://www.linkedin.com/in/jannis-d-0b9851226/)
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Bosch´s strategy on GenAI
11 januari 2024 · 1 uur 7 min
Many people wondered why Bosch is investing in Aleph Alpha, where are the models trained and why don't they use open source LLMs? We asked him. Some GenAI use cases: Lees meer
•Service: When you call Bosch, a LLM and a human will help you.
•Quality inspection: synthetic data for vision systems.
•Software developmentIn 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 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.
Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co.
We thank our partner Hannover Messe
**OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/
**Newspart**
The articel we discussed by Nils Minkmar / [LINK ](https://steadyhq.com/de/nminkmar/posts/fd32536b-95e5-4e10-9888-eab0f2b4667e)
The Video of Figure01 / [LINK](https://www.linkedin.com/posts/figure-ai_figure-status-update-ai-trained-coffee-ugcPost-7149750986197061632-T1hT?utm_source=share&utm_medium=member_desktop)
**Contact**
Dr. Andreas Nauerz / [LINK](https://www.linkedin.com/in/nauerz) -
Traditional for New Year's Eve: music composed with the AI
31 december 2023 · 11 min
Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co. Lees meer
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 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.
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Hans Uszkoreit: Industrial Grade Foundation Models - what is Nyonic´s way?
21 december 2023 · 1 uur 1 min
The last episode of the year: Peter spoke to Hans Uszkoreit from Nyonic about Industrial Grade Foundation Models. In the news part, we talk about the 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. Lees meer
Thanks for listening. We welcome suggestions for topics, criticism and a few stars on Apple, Spotify and Co.
**We wish you all a merry Christmas and a happy new year! **
We thank our partner Siemens
**OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/
**The paper we discussed**
https://arxiv.org/abs/2310.02727v1!!! 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.
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Habemus AI Act - What does this mean for the industrial sector and manufacturing?
14 december 2023 · 27 min
Robert 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. 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
**OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/
Contact Dr. Bernhard Nessler: https://www.linkedin.com/in/bernhard-nessler-linz-austria/?originalSubdomain=at
Contact Thomas Doms: https://www.linkedin.com/in/thomas-doms-30890b2a/?originalSubdomain=atWe thank our team:
Barbara, Anne and Michael!!!! 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.
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AI in manufacturing: Combining operational and predictive data
7 december 2023 · 1 uur 8 min
They discussed the role of OEE, the role of AI and how to measure success of AI projects. The Industrial AI Podcast informs you weekly about trends, people and ides in the space of Industrial AI. 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
**OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/
Article Wired https://www.wired.com/story/openai-buy-ai-chips-startup-sam-altman/
Contact Kevin Clark https://www.linkedin.com/in/clarkk/
We thank our team:
Barbara, Anne and Michael! -
What are AI ProductOps and why do I need them?
30 november 2023 · 19 min
Attention, 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. 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
**OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/
Contact Anna Maria https://www.linkedin.com/in/anna-maria-brunnhofer/
We thank our team:
Barbara, Anne and Michael! -
The ImageNet moment of Robotics
23 november 2023 · 53 min
Together with partners from 33 academic labs, Deepmind has pooled data from 22 different robot types to create the Open X-Embodiment dataset and RT-X model. Prof. Dr. Abhinav Valada explains the results and what they mean for robotics in the 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
**OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/
Contact Prof. Dr. Abhinav Valada https://rl.uni-freiburg.de/people/valada
The Deepmind Paper https://deepmind.google/discover/blog/scaling-up-learning-across-many-different-robot-types/
We thank our team:
Barbara, Anne and Michael! -
Autonomous Industrial AI for production scheduling
16 november 2023 · 34 min
Peter 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. 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
Contact to Bryan https://www.linkedin.com/in/bryan-debois/
The mentioned book: Designing Autonomous AI
https://learning.oreilly.com/library/view/designing-autonomous-ai/9781098110741/**OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/
We thank our team:
Barbara and Anne! -
GenAI: More than ChatGPT. A new paradigm for the industrial sector
9 november 2023 · 41 min
Prof. 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. 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
**OUR EVENT IN JANUARY ** https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/
We thank our team:
Barbara, Anne and Simon! -
Industrial AI and AutoML - 2 days "AI in the forest"
2 november 2023 · 30 min
Our host was Werner Faulhaber from Arburg. After the discussion rounds, we were given a tour of the production. And on the last day, patents and AI were the focus of the discussions. If you would also like to be part of our round, please drop us a line. Lees meer
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How to deploy your ML models? Listen to Festo's approaches.
26 oktober 2023 · 20 min
So there are lots of books and information and tutorials about how to create a model, how to make all the feature engineering, how to train models, how to evaluate them. But there is quite less information if it comes to the deployment. 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)
[Martin Plank]
(https://www.linkedin.com/in/martin-plank-9246a9203/)**OUR EVENT IN JANUARY **
https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/We thank our team:
Barbara, Anne and Simon!
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xLSTM - "I am almost exploding"
19 oktober 2023 · 21 min
On the eve of the interview, Robert met Prof. Dr Johannes Brandstetter. He comes from Microsoft Research in Amsterdam and is now doing research in 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. 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)
[Sepp Hochreiter]
(https://www.linkedin.com/in/sepp-hochreiter-41514846/)**OUR EVENT IN JANUARY **
https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/We thank our team:
Barbara, Anne and Simon!
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Democratizing Industrial Data with generative AI
12 oktober 2023 · 1 uur 7 min
Peter 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. Lees meer
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 with Hannover Messe in January 2024.
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)
[Kurt DeMaagd]
(https://www.linkedin.com/in/kurtdemaagd/)Deep Mind Paper
https://www.deepmind.com/blog/scaling-up-learning-across-many-different-robot-types?utm_source=linkedin&utm_medium=social&utm_campaign=RT-XThe event in January
https://www.hannovermesse.de/de/rahmenprogramm/special-events/ki-in-der-industrie/Thanks to Women in AI and Robotics ([more](https://www.womeninairobotics.de/))
We thank our team:
Barbara, Anne and Simon!
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How do I explain neural networks to my parents? Use the Crazy Village of AI
5 oktober 2023 · 16 min
How do I explain Deep Learning to my parents? We talked to Prof. Günter Klambauer about his idea to use the Crazy Village of AI. 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)
[Günter Klambauer]
(https://www.linkedin.com/in/g%C3%BCnter-klambauer-1b73293a)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!
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Update: The SORDI dataset
28 september 2023 · 33 min
We already had an episode about SORDI, but a lot happened since than and the epsiode was in German. Chafic Abou Akar works for BMW and is Tech Lead 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. 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)
Chafics Open Source profile
https://github.com/chaficii
and LinkedIn https://www.linkedin.com/in/chafic-abou-akar/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!
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A LLM as co-pilot for robotic components
21 september 2023 · 33 min
The LLM Copilot is part of the OS horst. The idea is to speed up the configuration of the robot and the components. The User asks the LLM, if the 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. 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)
More about Fruitcore Robotics
https://www.fruitcore-robotics.com/en/horstos-ai-copilotThanks 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!
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Robustness and generalization performance of Deep Learning Models on Cyber-Physical Systems
14 september 2023 · 43 min
Deep 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. 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)
Olivers Paper: https://arxiv.org/abs/2306.07737
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!