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Four Patterns, One Page
Four one-line fixes for the four ways AI fails
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.
Hi Product Hunt, Mathieu here from NerdyChefs.
I got tired of "prompt tips" that were really just longer prompts. So I went the other way and looked for the smallest possible instructions that reliably fix the most common ways AI lets you down. I landed on four, each one line, each named.
UNKNOWN: "if the source does not say it, write UNKNOWN, do not infer." Kills confident fabrication.
CONFIDENCE: grade every claim HIGH, MEDIUM, LOW, UNKNOWN. Separates quoted fact from fluent guess.
CHALLENGE: "before you agree, argue against this." Turns the yes-man into a sparring partner.
DECISION LINE: "prep this decision, do not make it, stop at DECIDE: [ ]." Keeps the call yours.
The card on this page is free and has all four, with the exact lines to paste. That is the whole thing, no wall.
If you want the harder half, reading a flawed answer and knowing which of the four it needs, plus the five ways they combine, that is a separate playbook I will drop in a reply.
Tell me the failure mode you hit most. I am curious whether four is actually the right number.
About Four Patterns, One Page on Product Hunt
“Four one-line fixes for the four ways AI fails”
Four Patterns, One Page was submitted on Product Hunt and earned 0 upvotes and 3 comments, placing #49 on the daily leaderboard. 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.
On the analytics side, Four Patterns, One Page competes within Productivity, Writing and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Four Patterns, One Page performed against the three products that launched closest to it on the same day.
Who hunted Four Patterns, One Page?
Four Patterns, One Page was hunted by Mathieu Kessler. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Four Patterns, One Page including community comment highlights and product details, visit the product overview.
Mathieu Kessler