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Steering AI Beyond Automation

AI as Normal Technology Arvind Narayanan

The authors argue that AI research is overfocused on automating human labor and propose shifting toward AI designed for human-AI collaboration instead. They point to low latency—describing it as necessary to support real-time interaction like a natural conversation—as a key research target. This changes AI development by prioritizing white-box, low-latency, continually collaborative, and collaboration-focused evaluation directions over black-box delegation systems.

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A Research Agenda and Plan for Action

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