Unverified50% confidenceOpinionExact time
Roboff proposes four "human-AI ratio" modes of human-computer interaction: Author (human creates, AI polishes), Editor (AI drafts, human iterates), Director (human sets goals, AI plans the path), and Orchestrator (a higher-level autonomous collaboration).
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50%
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Long-term
Relevance
10/2/2026
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