Different AI models are suited for different use cases, similar to interfaces in music production where some aspects are interpretable while others are more abstract. Direct manipulation is useful to specify something specific, providing a good starting point, while indirect manipulation allows for more effective and real-time exploration to navigate through the space of all possible ideas. Just like in music production, AI agents should be prompted for a starting place and then be able to move more directly through the space of possible generations to achieve the desired outcome.

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