• The product feedback loop is important for well-behaved AI
  • Thropic has a unique approach with their constitutional AI system
  • Thropic is ahead in safety profile, but mixed in other areas
  • Character AI has a good feedback loop and is a dark horse in the game
  • Bard is down the leaderboard due to their shaping of the product
  • GPT-4 and MedPOM-2 are expert level on medical question answering

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