This Day in AI Podcast

EP40: Open AI Dev Day Recap: Custom GPTs, GPT-4 Turbo, Assistants API Discussion & Test Drive

34 snips
Nov 10, 2023
Deep dive into OpenAI's latest offerings, including custom GPTs, GPT-4 Turbo, and Assistants API. Monetization challenges and the effectiveness of prompts and models are discussed. The limitations of GPT-4 Turbo and the use of embeddings and vector databases for text retrieval are explored. The significance of JSON output and the OpenAI Dev Day recap are also highlighted.
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ADVICE

Reliable Data Retrieval

  • Ensure consistent data retrieval for reliable custom GPT/agent experiences.
  • Avoid relying solely on web searches due to manipulation risks and inconsistencies.
INSIGHT

Data Privacy Concerns

  • OpenAI's default setting for GPTs uses conversation data for training, including proprietary data.
  • This contradicts their claims of not training on user data, raising concerns about data privacy.
INSIGHT

OpenAI's Data Strategy

  • OpenAI's strategy may involve using GPTs to gather real-world data, inaccessible through web crawls.
  • They could leverage a store and user rankings to create a human-curated knowledge graph.
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