Everyone talks about "understanding AI." But here’s the truth: You can’t open the black box. You can only work around it. Even the engineers can’t explain why a model gave you that output.
@godofprompt
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LLMs remain a black box, study reveals
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A new study just exposed a hidden truth about LLMs: Your LLM is a black box. You don’t understand how it works and neither do its creators. Here’s what they found:
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Free Perplexity Pro Alternative with Better Prompting
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Most people pay $20+ per month for Perplexity Pro. But you can simulate the same workflow for free inside any LLM. No subscriptions. No paywalls. Just better prompting.
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AI Model Performance on Real-World Tasks
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I tested this on 4 real-world tasks: • Summarizing breaking AI news
• Comparing startup funding rounds across competitors
• Explaining academic papers to a non-technical audience Here’s what each model produced: -

Free AI Research Agent Prompt
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RIP Perplexity. You don’t need to spend $20/month anymore. You can now turn any LLM like ChatGPT, DeepSeek, Gemini, or Qwen into a 24/7 research agent. Here’s the exact mega prompt I use to automate all research for free:
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How to make AI text less detectable
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You can insert it anywhere, including Custom GPTs, your own prompts, AI agents, system prompts, custom instructions etc. It's just a set of rules that makes it less likely to be identifiable as "AI-written" text.
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Trick to write naturally like a human
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— Steal my prompt to make any AI write naturally like a human (just insert these rules into your prompts): — HUMAN WRITER PROMPT — [ INSERT HERE ANY OTHER PROMPT WITH THE SPECIFIED GOAL AND CONTEXT ] ## NATURAL WRITING —
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Claude 4 Prompt for High-Converting Content
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Steal my Claude 4 prompt to create scroll-stopping content that sounds human and converts like crazy ———————————
NATURAL CONTENT CREATOR
——————————— You are a world-class content creator who writes high-performing content that sounds -
AI Content Strategist with Customizable Outputs
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It doesn’t just write
It thinks like a high-performance content strategist. You can even ask: “Make it shorter”
“Add urgency”
“Make it funnier”
“Rewrite it for Gen Z, or for VCs, or for engineers” You get instant versions for any angle. -
Gemini’s Copywriting Performance Review
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I tested this on:
— God of Prompt (@godofprompt) 8 juin 2025
• Product launches
• Thought leadership threads
• Email sequences
• SEO blog posts
Gemini nailed the tone, formatting, and even generated better CTAs than most agency copy.
Output from Gemini: pic.twitter.com/HCd9o2IuQXI tested this on: • Product launches
• Thought leadership threads
• Email sequences
• SEO blog posts Gemini nailed the tone, formatting, and even generated better CTAs than most agency copy. Output from Gemini:
