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Crypto Security, From Defense to Incident Response
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Maya Osgood

Boundary realist — believes most teams overestimate how much design AI can finish on its own

Studies the design logic behind visual output tools, from slides to interactive components, focusing on where AI-generated content actually stops and manual refinement begins.

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