Latest Maschine Podcast Episodes
GPT for industrial use cases and LLMs on the edge
Industrial AI Podcast - April 05, 2023 22:01 - 23 minutesMany 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?
GPT plugins, Risk Classification Database for Industrial AI, farewell to G. Moore and Cybersecurity for ML Models
Industrial AI Podcast - March 29, 2023 22:01 - 46 minutesMirko 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....
Festo IO conference: What is Fetch.ai - a crypto, an ecosystem for ML or both?
Industrial AI Podcast - March 22, 2023 23:01 - 26 minutesBosch 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 G...
Festo IO conference: MLOps is a buzzword, but...
Industrial AI Podcast - March 15, 2023 23:01 - 36 minutesSamir 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 e...
Due-diligence for industrial AI startups
Industrial AI Podcast - March 08, 2023 23:01 - 23 minutesFranziskos 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...
Why do you call TabPFN a revolution for data science?
Industrial AI Podcast - March 01, 2023 23:01 - 49 minutesProf. 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 ca...
Industrial AI and Motion Control - how do we reduce engineering time?
Industrial AI Podcast - February 22, 2023 23:01 - 34 minutesSeveral 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...
LSTM for ABB's Augmented Operator
Industrial AI Podcast - February 15, 2023 23:01 - 57 minutesIn 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...
How an Ex-MAN-employee uses reinforcement learning for factories
Industrial AI Podcast - February 08, 2023 23:01 - 27 minutesRamakrishna 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 w...
SDK for machine learning on the edge
Industrial AI Podcast - February 01, 2023 23:01 - 23 minutesWe 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 p...
More than an interface for open source AI-tools - what is AIUI?
Industrial AI Podcast - January 25, 2023 23:01 - 36 minutesMartin 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. The podcast is growing and we want to keep growing. That's why our German-language podcast is now ...
IABG: How to safeguard AI?
Industrial AI Podcast - January 18, 2023 23:01 - 39 minutesDr. 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. The podcast is grow...
What is Volkswagen's AI research working on?
Industrial AI Podcast - January 11, 2023 23:01 - 1 hourShortly 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 ...
The Festo AI strategy on products and processes
Industrial AI Podcast - December 21, 2022 23:01 - 1 hourWe 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 co...
NeurIPS Special - more than ChatGPT
Industrial AI Podcast - December 14, 2022 23:01 - 19 minutesWe 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. 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 ...
How do you make data accountable? With an AI model.
Industrial AI Podcast - December 07, 2022 23:01 - 19 minutesMichael 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 s...
Use case: Industrial AI and the saw doctor
Industrial AI Podcast - November 30, 2022 23:01 - 43 minutesAI 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 Kohlbache...
Control cabinets, connectors, PLCs and Industrial AI
Industrial AI Podcast - November 23, 2022 23:01 - 29 minutesMost 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, h...
Munich Re: Insure AI?
Industrial AI Podcast - November 16, 2022 23:01 - 38 minutesClients 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 rel...
Why is causality important for artificial intelligence?
Industrial AI Podcast - November 09, 2022 23:01 - 1 hourMichael 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. The podcast is growing ...
Reinforcement Learning for a hydraulic system?
Industrial AI Podcast - November 02, 2022 23:01 - 50 minutesCan 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 op...
MCML: Where do we want the core AI/ML research to happen?
Industrial AI Podcast - October 26, 2022 22:01 - 57 minutesIn 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. The podcast is growing and we want to keep growing. That's why our German...
Deep Vision: Technology trends with Cees Snoek
Industrial AI Podcast - October 19, 2022 22:01 - 27 minutesSnoek 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. The podcast is growing and we want to keep growing....
AI-assistant for laser cutting
Industrial AI Podcast - October 12, 2022 22:01 - 1 hour20 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. The podcast is growing and we want to keep growing. That's why our German-language podcast is now ...
INSA: AI for the innovation process
Industrial AI Podcast - October 05, 2022 22:01 - 28 minutesBonjour! 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. The podcast is growing and we want to keep growing. That's why our German-language podcast is now available in...
How Zeiss engineers use the Markov Chain
Industrial AI Podcast - September 28, 2022 22:01 - 37 minutesIn 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.
Why and how Infineon is selling AI?
Industrial AI Podcast - September 22, 2022 04:30 - 18 minutesWe 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 w...
AI for technical drawings
Industrial AI Podcast - September 14, 2022 22:01 - 43 minutesDesigners 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. His machine learning model is further trained every month w...
Instant Machine Learning for time series
Industrial AI Podcast - September 07, 2022 22:01 - 21 minutesThe 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...
DALL-E for engineers?
Industrial AI Podcast - August 31, 2022 22:01 - 35 minutesWe 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 i...