AI at Scale - Schneider Electric

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Manu Sharma: How AI models learn with data labeling

Épisode 14

lundi 25 novembre 2024 • Durée 30:16

What does it take to create a well-operating AI model? In this episode of the AI at Scale podcast, Gosia Gorska welcomes Manu Sharma, the Founder and CEO of Labelbox, the leading data factory for building next-generation AI. Manu starts with explaining what data labeling is. He highlights the critical role of data labeling in AI development, the evolution of data annotation techniques, and the future of AI technologies. He shares his extensive experience in aerospace engineering, AI research, and entrepreneurship, highlighting how his company supports businesses in aligning and training their AI models through high-quality data labeling.

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Natalya Philogene: GenAI: your new finance mate

Épisode 13

dimanche 10 novembre 2024 • Durée 20:23

In this episode of the AI at Scale podcast, Natalya Philogene, Head of Internal Control at Schneider Electric, describes the Finance Assistant Chatbot, winner of the 2024 Digital Finance Awards by Future of Finance in the Innovation category.

Natalya explains how using a finance chatbot transformed the work of her team, and inspired them to drive more innovation. Next, she shares insights about the development of this solution, first reactions, ways to ensure adoption, and achievements. She highlights that collaboration between domain experts and AI experts is the key, and she unveils other conditions that make GenAI solutions work at scale.

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Una Shortt: Trusted data revolutionizes business success

Épisode 4

lundi 8 juillet 2024 • Durée 28:38

Una Shortt, Chief Data Officer, SVP Data & Performance at Schneider Electric, shares the story about trusted data being the new currency for business. She explains why there is a need to collect and process high-quality data, why not all data holds the same worth, and finally why the type of data is becoming a key differentiator for companies.

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Claude Le Pape-Gardeux: Frugal AI. The other side of the equation

Épisode 3

jeudi 20 juin 2024 • Durée 23:36

Claude Le Pape-Gardeux, Data and AI Domain Leader at Schneider Electric, defines frugality of AI solutions and shares his point of view on the “new energy” demand vs. the current need to be energy efficient. In the show Claude shares with Gosia Gorska, the host of the podcast, useful tactics to measure AI successfully and effectively. The episode's second part is dedicated to the topic of constant improvement of measurement methods and cooperation with academic partners.

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Allison Sagraves: Bees and unicorns of the AI world

Épisode 2

lundi 27 mai 2024 • Durée 30:31

In the second episode, we welcome Allison Sagraves, AI and Data Advisor, Chief AI and Data Officer Faculty at Carnegie Mellon University, beekeeper, and forest steward. The main topic of the episode is the discussion about today’s search for AI unicorns - not only among start-ups but also C-level executives and AI experts.

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Philippe Rambach: AI at Scale. How? When? And Why?

Épisode 1

vendredi 24 mai 2024 • Durée 24:53

In the first episode Philippe Rambach, Schneider Electric's Chief AI Officer, answers some of the most difficult questions that a Chief AI Officer can receive. He explains when it is necessary to use AI and when not, the sustainable and frugal approach to AI, and finally, talks about three pillars of AI supporting decarbonization and energy savings. Then, in the second part of the show, Philippe shares practical insights for businesses about implementing AI at scale in the company to ensure return on investment and value from AI.

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Emily Reid: AI for all: mitigating bias in AI systems

Épisode 12

lundi 28 octobre 2024 • Durée 28:08

The mission of a non-profit organization AI4All, headed by our guest Emily Reid, is to create the next generation of change makers. In this conversation we tackle the topic of bias – what it is, how it may influence our life when baked into AI applications, and how to mitigate it.

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Michael Lotfy Gierges: The AI-powered future of homes

Épisode 11

mardi 15 octobre 2024 • Durée 29:30

In this episode of the AI at Scale podcast, Michael Lotfy Gierges, EVP Home and Distribution at Schneider Electric, describes the AI-powered future of homes. He introduces Wiser Home, a home energy management solution that employs predictive algorithms to learn from user habits, real-time weather forecasts, tariff data, and solar production capability.

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Sreedhar Sistu: AI for energy, AI for real challenges

Épisode 10

lundi 30 septembre 2024 • Durée 21:49

The fact that AI can be applied in multiple disciplines makes it a powerful technology. Our guest, Sreedhar Sistu, VP Customer Offers at Schneider Electric explains that while AI can create damage when used with wrong intentions, it can also solve critical problems. One of them is growing energy demand - finding solutions to decrease energy consumed in buildings and industry is high on Sreedhar's agenda.

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Mia Shah-Dand: AI ethics in action

Épisode 9

lundi 16 septembre 2024 • Durée 37:21

What does it mean for AI to be ethical? In the AI world, it can be associated with different aspects such as trustworthiness, responsibility, cybersecurity, algorithmic justice, etc. In this episode of the AI at Scale podcast we welcome Mia Shah-Dand, founder of Women in AI Ethics, and CEO of Lighthouse3 to define key aspects of AI ethics and find practical approaches to achieve it.

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