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AI Spectrum

Technology Podcasts

AI Spectrum podcasts cover a wide range of artificial intelligence and machine learning topics. Listen to experts within Siemens and their customers talk about the impact of AI, success stories, and the future of AI. Gain insight into real world applications so that you can potentially apply AI within your world. See acast.com/privacy for privacy and opt-out information.

AI Spectrum podcasts cover a wide range of artificial intelligence and machine learning topics. Listen to experts within Siemens and their customers talk about the impact of AI, success stories, and the future of AI. Gain insight into real world applications so that you can potentially apply AI within your world. See acast.com/privacy for privacy and opt-out information.

Location:

United States

Description:

AI Spectrum podcasts cover a wide range of artificial intelligence and machine learning topics. Listen to experts within Siemens and their customers talk about the impact of AI, success stories, and the future of AI. Gain insight into real world applications so that you can potentially apply AI within your world. See acast.com/privacy for privacy and opt-out information.

Language:

English


Episodes

The Use of Synthetic Data in AI model Training

5/11/2022
Creating an accurate AI model requires millions of images and data points to be fed into the computing system. This is a difficult task that can slow down the speed to market or lower the accuracy of the model that is created. Synthetic data helps in solving this problem by reducing the amount of real data that needs to be collected. That results in reduced time to market and increased model accuracy. In today’s episode, I’m talking to Zachi Mann. He leads a new initiative that is focused...

Duration:00:21:48

Exploring the Impact of AI in CFD

8/13/2021
Integration of AI into engineering solutions has changed how engineers approach product selection and development. One of the areas that have benefited the most from this integration is performance simulation. It has led to accurate decisions being made much faster as engineers use accurate insights that AI makes available to them. In today’s episode, I am talking to Krishna Veeraraghavan - Project Manager at Siemens Digital Industries Software. We’ll discuss the role AI is playing in...

Duration:00:29:32

Understanding Industrial-Grade AI and AI Performance Risk Insurance

7/29/2021
Artificial intelligence has come a long way in the last few years and it is making a significant impact in many industries. However, there is still notable reluctance to hand over more operations to AI-based systems because they are still not seen as being robust enough to be fully relied upon. In today’s episode, I am talking to Michael Berger, the head of Munich Reinsurance’s AI Insurance Unit, and Boris Scharinger, a senior innovation manager at Siemens Digital Industries. We’ll discuss...

Duration:00:21:44

Deploying AI’s Object Recognition in Factories

7/15/2021
Computer vision is one of the fastest-growing AI fields. This has been fuelled by the progress made in data models training and its widespread adoption. Automation that results from this increases the quality of products and lowers the cost of production. In today’s episode, I’m talking to Shahar Zuler, a data scientist and machine learning engineer at Siemens. We'll discuss object recognition in factories and the unique challenges being faced in its deployment. Tune in and learn more...

Duration:00:30:52

Understanding the Role of AI and How to Use Data

6/2/2021
Artificial intelligence is becoming increasingly more common in the workplace. To really understand how it works and the benefits that it can bring about, talking to people with first-hand experience is key. To learn more about how AI technology is being used, we turn to our very own experts here at Siemens. In today’s episode, I’m talking to Roberto D'Ippolito, Senior Technical Product Manager of the HEEDS team at Siemens Digital Industries Software based in Belgium. We’ll discuss the...

Duration:00:26:42

Addressing Design Flow Gaps and Creating Generic AI Solutions

4/29/2021
The gap between what the best AI applications can perform today versus the human brain is vast. Among many other differences, power efficiency and learning speed are two of the most challenging factors the AI & ML industry is dealing with when trying to design brain-like neural networks. Today, in the final episode of the series, Mike and Ellie discuss that gap and the challenges that hardware designers have in their design flow. They also touch on the clashing requirements of coming up...

Duration:00:08:40

Identifying Hardware Design Challenges and AI at the Edge

4/1/2021
The field of artificial intelligence and machine learning - just like any other industry where innovation happens - faces lots of challenges, and specialists are relentlessly looking for ways to overcome them. In this episode, Mike and Ellie tackle some of these challenges and discuss the different compute platforms, their limitations, and the surge of new platform development, as well as the many challenges that hardware designers face as they try to move AI to IoT edge devices. Tune in,...

Duration:00:09:39

Understanding Training vs Inferencing and AI in Industry

3/4/2021
In the world of AI, a key concept is how to train a neural network to perform a particular task efficiently and accurately, then a hardware solution is created that uses the results from that training - and this is called inferencing. The difference between these two concepts - training and inferencing - often creates confusion among people, and that's why, in today's episode, we are diving deep into explaining these two terms and how exactly they differ. We are also painting a clear...

Duration:00:11:00

Exploring AI and ML and Understanding Networks

2/4/2021
Everywhere we look today, people are talking about artificial intelligence and machine learning, and you probably hear a lot of buzzwords around this topic. You might be curious on the resources needed to train a machine or what exactly the process entails. Well, simply put, think of it like this: the specialists in the AI & ML industry aim at mimicking the amazing human brain. That’s not really an easy task, but huge advancements have been made in the past decade. In today’s episode, Mike...

Duration:00:10:21

AI Spectrum

1/29/2021
This is the first episode of the AI spectrum podcast. See acast.com/privacy for privacy and opt-out information.

Duration:00:04:01