A beginner-friendly foundation is especially useful now that “AI” often jumps straight to agent demos. I’d be curious whether the finished book separates model capability from system behavior: tool access, retrieval, evaluation, and the quality of the context around a model can matter as much as the model label. That distinction helps readers build realistic expectations instead of treating every failure as an intelligence problem.
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