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Four Patterns, One Page
Four one-line fixes for the four ways AI fails
11 followers
Four one-line fixes for the four ways AI fails
11 followers
Most bad AI output comes from one of four failure modes, and each has a one-line fix. UNKNOWN stops the model inventing facts to fill gaps. CONFIDENCE makes it grade how sure it actually is. CHALLENGE makes it argue against your plan instead of flattering it. DECISION LINE makes it prep a decision and then stop, so you keep the call. Four Patterns is the free one-page card with all four. Paste a line, change the answer.
For the people asking how to diagnose which pattern a given bad answer needs: that is exactly what the Prompt Pattern Playbook covers, the diagnosis under pressure and the five combination recipes, with a drill for each. It is $24 here: store.kesslernity.com/l/prompt-pattern-playbook. The free card alone will carry you a long way.
honestly this is a pretty clever little cheat sheet, the unknown one alone has saved me from so much hallucinated nonsense. one thing though, would be cool if you added a fifth pattern for when the model just spirals into way too much detail, like a conciseness override line. paste it in and force it to actually be brief instead of writing five paragraphs when you wanted two sentences.
Tried the CHALLENGE pattern on a half-baked launch plan and got a list of holes I hadn't considered. The one-page format makes it easy to actually use instead of bookmarking.