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Navigating embedding vectors

  • Users lack control over AI-generated outputs, especially in complex tasks like information discovery.
  • AI tools require back-and-forth text prompts, leading to inefficiency and lack of user predictability.
  • Customizable UI controls could improve user collaboration and navigation with AI models.
  • Allowing users to manipulate input embedding vectors directly could enhance user control over AI tools.
  • The concept of UI controls for AI tools is compared to navigating through inter-galactic space towards a desired destination.
  • Implementing UI controls could benefit tasks like travel planning, content generation, and deep research in databases.
  • UI control panels should adjust input embeddings to improve users' ability to fine-tune outputs without lengthy prompts.
  • Examples of use cases include writing feedback & modulation control, and multi-media content generation with clearer prompts.
  • Improving user feedback, control, and personal style modulation through UI controls can enhance creativity and efficiency.
  • Greater control over AI models through concept vectors and UI panels can lead to more efficient and accurate outputs.

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