
Science & Technology · Digital book
Prompt Craft
By Sikho
Most professional AI users get disappointing results most of the time. The 2026 University of Pennsylvania research documented "cognitive surrender" — users accepting AI output at face value even when warned. The Lakera 2026 prompt-engineering research showed that clarity in prompts reduces irrelevant results by 42%. The same models, with the same training, produce dramatically different outputs depending on user technique. The variable is the user. Most prompt-engineering books are dev-focused or chase the latest tool. Prompt Craft is different: a practical field guide for non-developer professionals who want to actually get good results from AI. Anchored in current research and structured around three composite characters — Diana (marketing director), Raj (senior engineer), Patricia (executive whose $40M decision was almost made on fabricated AI claims) — the book covers the three user errors, the five-component prompt architecture, the major frameworks (CO-STAR, RTF, RACE, CRAFT, RISEN), the iteration discipline, the verification habits, the personal infrastructure, and domain-specific patterns for writing, decisions, learning, and personal life. Twelve chapters. Roughly five hours of reading. Free for all Sikho.ai users.
146 minutes estimated reading
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