Practical AI: Machine Learning, Data Science, LLM cover image

Practical AI: Machine Learning, Data Science, LLM

From ML to AI to Generative AI

Jun 21, 2023
46:41

Podcast summary created with Snipd AI

Quick takeaways

  • Generative AI offers powerful capabilities by using large models to generate output based on given inputs.
  • Fine-tuning foundation models enables efficient and customized use of AI, leading to highly productive processes in various domains.

Deep dives

The Shift towards Generative AI

The podcast episode explores the shift in the AI landscape towards generative AI. Generative AI refers to the use of large models to generate output based on a given input. These models are trained to complete sequences of information, such as generating images, text, or music. The podcast discusses how generative AI has become a game changer, offering powerful capabilities that are being applied to various use cases. The hosts highlight the importance of understanding these models as a data transformation tool rather than conscious beings. They also discuss the potential risks associated with using generative AI, including the possibility of humans shaping these models for harmful purposes.

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