LLM के पुष्टिकरण पूर्वाग्रह को रोकने वाला पॉपरियन फाल्सिफिकेशन प्रॉम्प्ट

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.