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How AI works

Optional explanations of context, knowledge, tools, workflows and agents.

Articles are available here after publication. Drafts remain private until their editorial review is complete.

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1. Give AI the right context and know where its knowledge comes from →

   Understand context, sources, retrieval, memory and fine-tuning through a small fictional policy task.

2. Understand tools, workflows and agents →

   Distinguish tools, fixed workflows and agents, with approval and failure handling.

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