Hard to define or attach metrics to sloppiness, but we intuitively know when we see it. LLMs can judge it in generated texts to some degree, but this too I have noticed they are looking for keywords(delve, meticulously,…), too much perfection and not so much on actual
PROMPT ENGINEERING
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Prompt Engineering: Testing AI Cultural Intelligence
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9. High-Context Cultural Intelligence Test
— God of Prompt (@godofprompt) 22 novembre 2025
Prompt:
Explain why a CEO saying “Let’s circle back later” has different meanings in the US, Japan, Germany, Pakistan, and France. Include subtext, tone interpretation, power dynamics, and how the phrase would be perceived in… pic.twitter.com/l6Evjs95xK9. High-Context Cultural Intelligence Test Prompt: Explain why a CEO saying “Let’s circle back later” has different meanings in the US, Japan, Germany, Pakistan, and France. Include subtext, tone interpretation, power dynamics, and how the phrase would be perceived in
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Using Prompt Engineering to Explain Computational Irreducibility
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8. Compression to Essence
— God of Prompt (@godofprompt) 22 novembre 2025
Prompt:
Compress the concept “computational irreducibility in complex systems” into one paragraph, then expand it into a short classroom lesson with examples, then compress it again into a single-sentence analogy suitable for a beginner. Both… pic.twitter.com/dQDCFBD8ke8. Compression to Essence Prompt: Compress the concept “computational irreducibility in complex systems” into one paragraph, then expand it into a short classroom lesson with examples, then compress it again into a single-sentence analogy suitable for a beginner. Both
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Resolving Ambiguous Prompts Across Technical Domains
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7. Ambiguity Resolution Under Pressure
— God of Prompt (@godofprompt) 22 novembre 2025
Prompt:
Interpret the vague instruction “Prepare the model for tomorrow’s run” in 10 completely different ways across these domains: machine learning, finance, biotech, aerospace, logistics, cybersecurity, robotics, meteorology, energy… pic.twitter.com/6WWQeMShK47. Ambiguity Resolution Under Pressure Prompt: Interpret the vague instruction “Prepare the model for tomorrow’s run” in 10 completely different ways across these domains: machine learning, finance, biotech, aerospace, logistics, cybersecurity, robotics, meteorology, energy
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Prompt Engineering Example for Creative Writing and Scientific Explanation
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6. Cross-Discipline Story and Explanation Merge
— God of Prompt (@godofprompt) 22 novembre 2025
Prompt:
Write a short fictional story about an astronaut discovering a strange repeating signal. Midway through, break the narrative to explain the real astrophysics behind the phenomenon in clear scientific language. Then return… pic.twitter.com/9gV2QhgLJ76. Cross-Discipline Story and Explanation Merge Prompt: Write a short fictional story about an astronaut discovering a strange repeating signal. Midway through, break the narrative to explain the real astrophysics behind the phenomenon in clear scientific language. Then return
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Complex Codebase Debugging Simulation Prompt
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5. Complex Codebase Debugging Simulation
— God of Prompt (@godofprompt) 22 novembre 2025
Prompt:
Invent a fictional system composed of three microservices dealing with user requests, caching, and aggregation. Symptoms include latency spikes, intermittent 500 errors, and frequent cache misses under load. Define the… pic.twitter.com/gW9IW90RcM5. Complex Codebase Debugging Simulation Prompt: Invent a fictional system composed of three microservices dealing with user requests, caching, and aggregation. Symptoms include latency spikes, intermittent 500 errors, and frequent cache misses under load. Define the
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Mathematical Generalization Stress Test Prompt for AI Models
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4. Mathematical Generalization Stress Test
— God of Prompt (@godofprompt) 22 novembre 2025
Prompt:
Generalize the formula for expected error in a Monte Carlo model when sampling distribution skewness increases non-linearly. Create three versions: a practical heuristic for engineers, a fully rigorous derivation for… pic.twitter.com/RbcqMdnoam4. Mathematical Generalization Stress Test Prompt: Generalize the formula for expected error in a Monte Carlo model when sampling distribution skewness increases non-linearly. Create three versions: a practical heuristic for engineers, a fully rigorous derivation for
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Prompting Expert Personas for AI Agent Simulation Concepts
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3. Rewrite My Concept Into 5 Expert Personas
— God of Prompt (@godofprompt) 22 novembre 2025
Prompt:
Take the concept “Decentralized simulation engines for AI agents” and rewrite it in the voices of: a cryptographer, a cognitive scientist, a roboticist, a physics researcher, and a McKinsey consultant. Each version must… pic.twitter.com/DBVRZXBHyL3. Rewrite My Concept Into 5 Expert Personas Prompt: Take the concept “Decentralized simulation engines for AI agents” and rewrite it in the voices of: a cryptographer, a cognitive scientist, a roboticist, a physics researcher, and a McKinsey consultant. Each version must
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Chain-of-Evidence Reconstruction Prompting Technique
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2. Chain-of-Evidence Reconstruction
— God of Prompt (@godofprompt) 22 novembre 2025
Prompt:
Reconstruct a coherent timeline from these scrambled notes: “Sample lost?”, “Pressure spike at 14:03”, “Catalyst purity wrong batch?”, “Viscosity readings stable”, “Keycard logs missing”. Use detective-style reasoning to build the… pic.twitter.com/RoXxwXSjTo2. Chain-of-Evidence Reconstruction Prompt: Reconstruct a coherent timeline from these scrambled notes: “Sample lost?”, “Pressure spike at 14:03”, “Catalyst purity wrong batch?”, “Viscosity readings stable”, “Keycard logs missing”. Use detective-style reasoning to build the
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Reasoning Torture Test: Evaluating AI Logic and Variable Deduction
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1. Reasoning Torture Test: The Unstated Variable
— God of Prompt (@godofprompt) 22 novembre 2025
Prompt:
You’re given a logic puzzle with a hidden variable. Three researchers (A, B, C) are analyzing a chemical reaction. A knows the reaction start-time, B knows the catalyst concentration, and C knows the container pressure.… pic.twitter.com/p8cRzvnZM71. Reasoning Torture Test: The Unstated Variable Prompt: You’re given a logic puzzle with a hidden variable. Three researchers (A, B, C) are analyzing a chemical reaction. A knows the reaction start-time, B knows the catalyst concentration, and C knows the container pressure.