239 episodes

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 Industrial AI Podcast is a proud partner of the Women in AI & Robotics initiative.

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.

Industrial AI Podcast Pixel Komma Ton

    • Technologie
    • 4.8 • 84 Ratings

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 Industrial AI Podcast is a proud partner of the Women in AI & Robotics initiative.

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.

    What's going on with the Industrial AI Podcast?

    What's going on with the Industrial AI Podcast?

    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.

    • 1 min
    Silo AI: Why Körber, Philips or Unilever work with them?

    Silo AI: Why Körber, Philips or Unilever work with them?

    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.

    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.

    • 35 min
    Timeseries Data: Deploy the model in the database

    Timeseries Data: Deploy the model in the database

    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.

    • 41 min
    Autonomous systems in process industry

    Autonomous systems in process industry

    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.

    • 46 min
    Schaeffler and Siemens: How to train the Industrial Copilot?

    Schaeffler and Siemens: How to train the Industrial Copilot?

    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.

    • 41 min
    RAG in an industrial setting

    RAG in an industrial setting

    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.

    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.pdf

    Stefan Suwelack https://www.linkedin.com/in/stefansuwelack/

    • 55 min

Customer Reviews

4.8 out of 5
84 Ratings

84 Ratings

DenisStogl ,

Toller und Informativer Podcast

Ein realistischer Einblick in KI Welten! Super Produktion und tolle Informationen!

FabBaVe ,

Informationen Kompakt

Ich höre den Pod gern auf dem Weg zur Arbeit. Die Informationsdichte im Überblicksteil ist super. Die Hauptteile finde ich oft relevant für mich.
Gerne weiter so!

Möööe ,

Super interessant

Hammer Typen, die das Thema AI auf interessante Art vermitteln :).

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