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047: The anatomy of a voice assistant, part 3 - Large language models (LLMs)

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Manage episode 438398417 series 3533896
Indhold leveret af Team PolyAI. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Team PolyAI eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

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It's the third in a series of technical deep dives for building IVAs, and for this episode, it's all about LLMs. Kylie chats with Shawn Wen, co-founder and CTO at PolyAI, who explains why LLMs can accomplish 70% of what’s needed for voice assistants, and more importantly: what's involved in the remaining 30%. The discussion touches on strategies to manage challenges through prompt engineering, dialogue management, and integrating third-party APIs, while highlighting the similarities between AI and human behavior. A look into cybersecurity and the future of specialized LLMs rounds out the conversation, offering insights for industry professionals navigating this evolving technology.

Follow PolyAI on LinkedIn
Watch this and other episodes of the Deep Learning pod on YouTube

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51 episoder

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Manage episode 438398417 series 3533896
Indhold leveret af Team PolyAI. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Team PolyAI eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

Send us a text

It's the third in a series of technical deep dives for building IVAs, and for this episode, it's all about LLMs. Kylie chats with Shawn Wen, co-founder and CTO at PolyAI, who explains why LLMs can accomplish 70% of what’s needed for voice assistants, and more importantly: what's involved in the remaining 30%. The discussion touches on strategies to manage challenges through prompt engineering, dialogue management, and integrating third-party APIs, while highlighting the similarities between AI and human behavior. A look into cybersecurity and the future of specialized LLMs rounds out the conversation, offering insights for industry professionals navigating this evolving technology.

Follow PolyAI on LinkedIn
Watch this and other episodes of the Deep Learning pod on YouTube

  continue reading

51 episoder

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