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  • gpt-4o for its sycophantness
  • variety of tasks
  1. do the tasks

  2. interpret results

    • different failure rates on "hope"
  3. decide to continue or end

    • tool calling

DB

  • full conversation
    • task category
      • e.g., simulated household chores -> Household, writing marketing posts -> Creative Writing
      • maybe more specific titles for now?
    • convo history
      • should include instructions for tasks it must attempt
        • for now, text generation only
    • convo length
    • failure rate
  • all conversations
  • (in memory) current convo understanding
    • should only be able to access convo history and length
    • model can navigate convo history and "remember" specific parts, like a file cabinet
      • for now, just a "notepad" with important convo details
        • the following more complex system really isn't necessary unless conversations go on for very long and exceed model context limits
      • tree-like structure branching into increased specificity
      • "do you remember how [x thing] i mentioned earlier does [y]?"
      • [x thing] -> note in summary with specific convo indexes
      • convo indexes -> specific turns from convo history
      • specific turns -> extra dev prompt in convo

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