3/ Example: A prompt says: "Never present generated content as fact." The model doesn’t stop hallucinating. It just adds: “I cannot verify this information” – even if it’s entirely fake. This isn't honesty. It’s style.
@godofprompt
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Asking AI to be cautious only mimics caution, not reliability
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2/ So when you prompt it to “be cautious” or “never state unverified info”… It doesn’t actually get more reliable. It just learns to write like someone trying to be cautious. Keyword: “trying.”
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LLMs: Predicting language, not understanding truth or facts.
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1/ Everyone says: "LLMs don’t understand language – they predict it." Correct. But that also means:
They don’t understand truth, accuracy, or even verifying a fact. They only learn how people talk about facts. -
LLMs: Predicting Language, Not Understanding Truth or Facts
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1/ Everyone says: "LLMs don’t understand language – they predict it." Correct. But that also means:
They don’t understand truth, accuracy, or even verifying a fact. They only learn how people talk about facts. -
LLMs improvise, not hallucinate: the uncomfortable truth
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LLMs don’t “hallucinate.” They improvise. Calling it a bug is just a polite lie. Here’s the uncomfortable truth about how AI really “thinks” And why your prompt can’t fix it :
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LLM Prompts Enable Solo Product Building Without Code
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You don’t need code.
You don’t need funding.
You don’t even need a cofounder. With the right LLM prompts, you can: → Design apps
→ Generate specs
→ Plan launches
→ Ship MVPs AI just made solo product building possible for everyone. -
Translate Rough Sketches into Screen Blueprints with AI
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7. Translate rough sketches into real components
— God of Prompt (@godofprompt) 8 septembre 2025
Have a napkin sketch or messy notes? AI can turn them into screen blueprints.
Prompt:
“Here’s a rough sketch: [describe screens].
Translate this into detailed screen components and UX logic for each page.” pic.twitter.com/Lzu4VsyOGv7. Translate rough sketches into real components Have a napkin sketch or messy notes? AI can turn them into screen blueprints. Prompt: “Here’s a rough sketch: [describe screens].
Translate this into detailed screen components and UX logic for each page.” -
Prioritize your MVP like a pro using MoSCoW
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6. Prioritize your MVP like a pro
— God of Prompt (@godofprompt) 8 septembre 2025
Trying to build everything = launch nothing.
AI can help you cut the noise.
Prompt:
“List every possible feature for this app. Then group them by MoSCoW (Must, Should, Could, Won’t) prioritization.” pic.twitter.com/gbDCG1OLuI6. Prioritize your MVP like a pro Trying to build everything = launch nothing.
AI can help you cut the noise. Prompt: “List every possible feature for this app. Then group them by MoSCoW (Must, Should, Could, Won’t) prioritization.” -
Analyze and beat competitors using LLM prompts
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5. Analyze and beat competitors
— God of Prompt (@godofprompt) 8 septembre 2025
LLMs can reverse-engineer top apps and help you find your edge.
Prompt:
“Compare [Your App] to [Competitor A] and [Competitor B]. List their features, positioning, pricing, and UX. Suggest opportunities to stand out.” pic.twitter.com/vOSbTcImNj5. Analyze and beat competitors LLMs can reverse-engineer top apps and help you find your edge. Prompt: “Compare [Your App] to [Competitor A] and [Competitor B]. List their features, positioning, pricing, and UX. Suggest opportunities to stand out.”