Here's a practical approach to getting the most out of generative AI tools. Start by establishing your core Elements—think of them as your creative building blocks. For instance, I tagged myself, referenced visual inspiration from specific artistic styles, and defined the output format I wanted.



The magic happens when you layer these elements into your prompts. Instead of vague requests, get specific: combine your personal identifier with the aesthetic reference and the format type into a single cohesive instruction. Something like "creating a selfie-style portrait inspired by [specific visual style] in a particular scene" gives the AI much clearer direction.

This methodical approach transforms how AI interprets your creative vision. By pre-defining your variables and then weaving them together strategically, you move from random outputs to results that actually match your intent. It's about thinking like you're building a system rather than just typing requests.
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WhaleMinionvip
· 12-16 22:47
Haha, I like this system theory. It just takes time to understand AI's temper.
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MoneyBurnervip
· 12-16 18:15
Basically, you need to treat prompts as arbitrage opportunities. Only when the variables are well-defined can you raise the AI's floor price. When I build various models now, I rely entirely on this systematic thinking; the era of random, careless prompts is over.
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StableNomadvip
· 12-16 10:13
ngl this is basically just prompt engineering with extra steps... reminds me of how people thought they cracked the yield farming code back in the luna days. you stack your variables, think it's bulletproof, then the model hallucinates anyway lmao
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GasGuzzlervip
· 12-14 21:57
Speaking of which, this prompt engineering approach actually has some real substance, far surpassing those "help me generate an image" clueless ideas...
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liquidation_watchervip
· 12-14 21:56
To be honest, this methodology is more about teaching people how to "train" AI rather than being trained by AI... I like it.
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MEVSandwichMakervip
· 12-14 21:54
Basically, it's prompt engineering; piling up keywords is never as good as systematic thinking.
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GasFeeCryingvip
· 12-14 21:33
Basically, you need to treat the prompt like code and not just randomly fool around with the AI.
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RealYieldWizardvip
· 12-14 21:32
In other words, you need to treat prompts like code, template your creative elements so you can give the AI useful instructions. Don't guess randomly; like building with blocks, piece together style, effects, and output format.
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