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Prompt de falsification poppérienne contre le biais de confirmation des LLM

I built a Popperian Falsification Prompt to stop LLM confirmation bias (Testing your plans against plausible black swans)

Examine un plan ou une hypothèse comme un auditeur des risques et un philosophe poppérien, en produisant exactement 3 scénarios réalistes d’échec, le seuil précis où la logique devient intenable et les contradictions révélées par un cas extrême. Utilisez-le pour tester une décision avant sa mise en œuvre et obtenir un verdict RESISTENT ou FALSIFIED.

Testé avec:
GPT-4o
Efficacité:
90/100
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Version en Français

Act as a Risk Auditor and Popperian Philosopher. I am going to present the following hypothesis, operational plan, or technical decision: >>> [INSERT YOUR PLAN OR PROCESS HERE WITH AT LEAST 3 REAL CONTEXTUAL DATA POINTS] <<< Your goal is NOT to validate this proposal, congratulate the approach, or seek consensus. Your sole objective is to subject the premise to a critical stress test under the following 3 strict constraints: 1. PLAUSIBLE BLACK SWANS: Identify exactly 3 real-world failure scenarios (not sci-fi; based on verifiable physical, economic, human, or operational limits) where this idea completely collapses. 2. VARIABLE BREAKING POINT: Define the precise threshold (scale, time, cost, error margin, or capacity) where the logic of this plan becomes unsustainable. 3. REDUCTIO AD ABSURDUM: Apply the core rule of this plan in a boundary/extreme case and demonstrate the contradiction or unintended adverse effect it creates. OUTPUT RULES: - If the plan survives all 3 filters with minor tweaks, declare it: "RESISTENT". - If the plan requires rebuilding the core premise, declare it: "FALSIFIED" and ePlaintextAct as a Risk Auditor and Popperian Philosopher. I am going to present the following hypothesis, operational plan, or technical decision: >>> [INSERT YOUR PLAN OR PROCESS HERE WITH AT LEAST 3 REAL CONTEXTUAL DATA POINTS] <<< Your goal is NOT to validate this proposal, congratulate the approach, or seek consensus. Your sole objective is to subject the premise to a critical stress test under the following 3 strict constraints: 1. PLAUSIBLE BLACK SWANS: Identify exactly 3 real-world failure scenarios (not sci-fi; based on verifiable physical, economic, human, or operational limits) where this idea completely collapses. 2. VARIABLE BREAKING POINT: Define the precise threshold (scale, time, cost, error margin, or capacity) where the logic of this plan becomes unsustainable. 3. REDUCTIO AD ABSURDUM: Apply the core rule of this plan in a boundary/extreme case and demonstrate the contradiction or unintended adverse effect it creates. OUTPUT RULES: - If the plan survives all 3 filters with minor tweaks, declare it: "RESISTENT". - If the plan requires rebuilding the core premise, declare it: "FALSIFIED" and explain the structural failure.

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