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Artificial Intelligence increasingly influences institutional decisions — but human authority and accountability are eroding by design.

This work focuses on AI governance, decision authority, and preserving human ownership in systems used at scale.

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A stylized, green geometric logo resembling overlapping lines forms the central focus. Below the logo, the text 'Open AI' is displayed in a golden hue. The background features a pattern of concentric, reflective circles with a teal tint on a dark surface.
A digital rendering of an electronic circuit board, with a central black chip featuring the text 'CHAT GPT' and 'Open AI' in gradient colors. The background consists of a pattern of interconnected triangular plates, illuminated with a blue and purple glow, adding a futuristic feel.

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A glowing neon sign displaying the letters 'AI' is mounted on a dark, textured wall that resembles a circuit board or technological pattern.
A digital illustration featuring a smartphone floating above a hexagonal platform, with gears and digital elements surrounding it. The screen displays a chatbot interface with various colored speech bubbles. The background is a solid light blue, emphasizing the technological theme. The text 'chatGPT' is displayed in 3D lettering on the right side.

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