Training AI is Like Training a Guide Dog

Why Does AI Sometimes "Misbehave"?——Prompt Behavior Guidance Techniques

Deep dive into guiding AI behavior through prompts: from Few-shot examples to A/B testing, unveiling how Claude Code uses carefully designed prompts to turn an “impatient” AI into a “patient” one, and solving problems of AI being “over-eager” or “failing to ask when it should.”

May 2, 2026 · 6 min · 1083 words · Monster Programming
Seven-Element Framework for Complex Prompts

Building Complex Prompts from Scratch: The Seven-Element Framework

A complete guide to building complex prompts using the seven-element framework: Task Context, Tone, Rules, Examples, Input Data, Immediate Task, Output Format. Includes career coach, legal assistant, and code bot examples.

February 25, 2026 · 9 min · 1839 words · Mengshou Programming
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