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Demystifying AI with Matt Armstrong-Barnes: Understanding LLMs and Generative AI
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Join us in this insightful episode of the CUDO Compute edition of the CUDOS Cast as we welcome Matt Armstrong-Barnes, the Chief Technologist for AI at HPE.
Dive into the world of artificial intelligence, exploring the nuances of large language models and generative AI. Matt shares his expertise on the evolution of AI, the importance of sustainable computing, and the groundbreaking potential of retrieval-augmented generation (RAG). Whether you're a tech enthusiast or a seasoned professional, this episode offers valuable perspectives on harnessing AI for innovation and growth.
For more information and regular updates, follow us on our various social channels. Don't forget to like, share, and subscribe for more insightful content on sustainable and efficient cloud solutions.
Chapters
1. 00:00 - Introduction: Welcome to the CUDO Compute Podcast with Matt Armstrong-Barnes.
2. 02:15 - The Role of Large Language Models: Understanding hallucinations and probabilistic techniques.
3. 05:40 - The Evolution of AI: AI summers and winters, and the current state of AI adoption.
4. 10:20 - Demystifying AI Terminology: Differences between AI and generative AI.
5. 14:30 - Generative AI Explained: How large language models like ChatGPT work.
6. 19:00 - Integrating AI into Businesses: Challenges and opportunities in AI implementation.
7. 25:45 - Retrieval-Augmented Generation (RAG): Enhancing AI accuracy and explainability.
8. 32:10 - The Future of AI: Emerging trends and the potential of synthetic data.
9. 37:50 - Computational Intensity and Sustainability: Balancing power needs and environmental impact.
10. 45:00 - Closing Thoughts: The evolving landscape of AI and what lies ahead.
#AI #ArtificialIntelligence #LargeLanguageModels #GenerativeAI #SustainableTech #CUDOCompute #TechInnovation #MachineLearning #RAG #LLMS #HPE
Dive into the world of artificial intelligence, exploring the nuances of large language models and generative AI. Matt shares his expertise on the evolution of AI, the importance of sustainable computing, and the groundbreaking potential of retrieval-augmented generation (RAG). Whether you're a tech enthusiast or a seasoned professional, this episode offers valuable perspectives on harnessing AI for innovation and growth.
For more information and regular updates, follow us on our various social channels. Don't forget to like, share, and subscribe for more insightful content on sustainable and efficient cloud solutions.
Chapters
1. 00:00 - Introduction: Welcome to the CUDO Compute Podcast with Matt Armstrong-Barnes.
2. 02:15 - The Role of Large Language Models: Understanding hallucinations and probabilistic techniques.
3. 05:40 - The Evolution of AI: AI summers and winters, and the current state of AI adoption.
4. 10:20 - Demystifying AI Terminology: Differences between AI and generative AI.
5. 14:30 - Generative AI Explained: How large language models like ChatGPT work.
6. 19:00 - Integrating AI into Businesses: Challenges and opportunities in AI implementation.
7. 25:45 - Retrieval-Augmented Generation (RAG): Enhancing AI accuracy and explainability.
8. 32:10 - The Future of AI: Emerging trends and the potential of synthetic data.
9. 37:50 - Computational Intensity and Sustainability: Balancing power needs and environmental impact.
10. 45:00 - Closing Thoughts: The evolving landscape of AI and what lies ahead.
#AI #ArtificialIntelligence #LargeLanguageModels #GenerativeAI #SustainableTech #CUDOCompute #TechInnovation #MachineLearning #RAG #LLMS #HPE
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