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Raven v2 and the Race to Smarter Voice Agents with Matt Henderson (Deep Learning with PolyAI, Episode 81)

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Content provided by Team PolyAI. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Team PolyAI or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.

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In this episode, your host Nikola Mrkšić sits down with Matt Henderson, VP of Research at PolyAI, to unpack the state of large language models, their quirks, and what really matters when building smarter voice agents for customer service.
Join us for a discussion on:
- Why GPT-5 may feel more incremental than game-changing
- Why reasoning models can fail at surprisingly simple tasks
- How PolyAI's Raven outperforms generalist LLMs in latency-sensitive, real-world CX use cases
- The balance between speed, accuracy, and reasoning for live customer interactions
- What open-source models, quantization, and fine-tuning mean for enterprise AI strategies
👉 Learn more about Raven and conversational AI here: https://poly.ai/blog/polyai-raven-v2-large-language-model/

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

91 episoade

Artwork
iconDistribuie
 
Manage episode 501602263 series 3533896
Content provided by Team PolyAI. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Team PolyAI or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.

Send us a text

In this episode, your host Nikola Mrkšić sits down with Matt Henderson, VP of Research at PolyAI, to unpack the state of large language models, their quirks, and what really matters when building smarter voice agents for customer service.
Join us for a discussion on:
- Why GPT-5 may feel more incremental than game-changing
- Why reasoning models can fail at surprisingly simple tasks
- How PolyAI's Raven outperforms generalist LLMs in latency-sensitive, real-world CX use cases
- The balance between speed, accuracy, and reasoning for live customer interactions
- What open-source models, quantization, and fine-tuning mean for enterprise AI strategies
👉 Learn more about Raven and conversational AI here: https://poly.ai/blog/polyai-raven-v2-large-language-model/

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

91 episoade

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