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AI & ML
Shapes how people and AI systems work together day to day
Researches and designs the interfaces, handoffs and collaboration patterns that make human-AI teaming feel natural, not frustrating.
As AI takes on more work alongside humans, the interaction layer becomes a competitive advantage.