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By Assem Hijazi · assemhijazi.me
This infographic describes the execution stage of AI Project Engineering. The user uploads an AI Project Specification, and the AI assistant interprets the requirements, plans the work, follows the defined workflow, produces requested outputs and checks the results. Responsibilities are shared: the user supplies accurate information and reviews deliverables, while the assistant follows the specification, respects constraints and communicates limitations. The visual also distinguishes minor assumptions from missing or conflicting information that requires clarification. It presents potential outputs across research, websites, software, business, education and other domains. Execution remains dependent on the assistant’s available tools and capabilities, with human evaluation and iteration supporting quality.