Industrial AI Podcast Archiv

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. 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))

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. 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)

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. 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/)

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. 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

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. 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/)

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?

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. 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/)

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. 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/)

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. 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/)

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. 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/

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). 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/

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. 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/

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. 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/

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. 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/