Amazon's AGI lab presents Nova Act, a computer use agent that can interact with UIs like humans do by seeing pixels and performing actions on screen. The talk argues that true general intelligence emerges through social interactions rather than individual models, drawing parallels between human cognitive evolution and AI development. Nova Act combines Amazon's Nova foundation model with an SDK, allowing developers to build agents with simple API calls that translate natural language into screen actions. The vision focuses on augmenting human intelligence rather than replacing it, emphasizing the need for representational alignment between humans and agents through shared environments and intuitive interfaces.

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