Dexa/Machine Learning Street Talk (MLST)

Published Sep 16, 2024

Patrick Lewis (Cohere) - Retrieval Augmented Generation

Patrick Lewis from Cohere delves into the evolution and evaluation of Retrieval Augmented Generation systems, addressing the crucial balance between linguistic fluency and factual accuracy, and explores human-AI interaction for seamless user experiences in large-scale deployments.

Episode Highlights

Topics covered

Questions from this episode

- Is this artificial intelligence?
  Asked by 137 people
- What role can AI play in various fields?
  Asked by 103 people
- What are some hot takes on web-based AI agents?
  Asked by 79 people
- Can artificial intelligence transform our lives?
  Asked by 49 people
- How does the AI I'm talking to right now work?
  Asked by 31 people
- What can you do as an AI?
  Asked by 30 people
- How do you leverage different models in machine learning?
  Asked by 28 people
- Can AI be controlled?
  Asked by 26 people
- Do you use retrieval-augmented generation (RAG) or a chatbot?
  Asked by 17 people
- How does this AI work?
  Asked by 16 people
- What AI powers this assistant?
  Asked by 12 people
- How has AI thinking been revolutionized?
  Asked by 8 people
- How can AI learn?
  Asked by 6 people
- What tasks can this AI perform?
  Asked by 4 people
- What metrics should be used for evaluating performance?
  Asked by 3 people

Episode Highlights

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