Latent Space: The AI Engineer Podcast

From RLHF to RLHB: The Case for Learning from Human Behavior - with Jeffrey Wang and Joe Reeve of Amplitude

47 snips
Jun 8, 2023
Join Jeffrey Wang, co-founder of Amplitude with over a decade in product analytics, and Joe Reeve, head of AI R&D, as they dive into the intricacies of AI and product development. They discuss the transition from RLHF to RLHB in learning from human behavior and the messiness of gathering quality feedback. The conversation highlights how AI is evolving in product analytics, the ethical considerations of data usage, and the balance between leveraging AI insights while prioritizing user privacy. Prepare for a thought-provoking exploration of AI's potential!
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ANECDOTE

Amplitude's Origin Story

  • Amplitude's co-founders initially focused on voice recognition with their first company, Sonalite.
  • They pivoted to product analytics after realizing the demand for better data analysis tools.
INSIGHT

Gaming and Product Rigor

  • Gaming companies often pioneer advanced tech and product thinking due to their focus on data and optimization.
  • Amplitude's early adopters included gaming companies and founders with gaming backgrounds.
ADVICE

AI Integration Strategy

  • When integrating AI, identify collaboration touch points in your product.
  • Consider replacing one of the humans in those interactions with a machine.
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