853: Generative AI for Business, with Kirill Eremenko and Hadelin de Ponteves

Episode Link

https://share.snipd.com/episode/56326156-6511-47af-852a-ddbd4a1a7fd6

Episode publish date

January 14, 2025 12:00 PM (UTC)

Last edit date

Jan 20, 2026 9:39 PM

Last snip date

March 17, 2025 6:31 PM (UTC)

Last sync date

January 20, 2026 9:23 PM (UTC)

Show

Super Data Science: ML & AI Podcast with Jon Krohn

Show notes link

https://www.superdatascience.com/853

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Episode show notes

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[00:49] Guest Introduction

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[06:41] Cloud for AI

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[08:30] Foundation Models Explained

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[09:45] Cake Analogy

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[11:42] Foundation Model Scope

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[12:32] Bedrock Example

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[16:16] ChatGPT Evolution

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[16:48] Foundation Model Lifecycle

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[27:21] Fine-tuning Example

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[30:51] Foundation Model Selection Criteria

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[38:53] Dataset Format Consideration

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[40:57] Expert Consultation

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[42:01] Prototyping with Advanced Models

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[57:11] Temperature Parameter Anecdote

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[01:02:42] Inference-Time Modification

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[01:12:47] AWS Generative AI Stack

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