2026-01-15 20:48:54

When dealing with AI-generated opinions, a multi-angle verification process can help you identify issues: Is the logic really sound? Are the data supported and genuine? Are any important pieces of information missing? What are the hidden assumptions?

This thinking framework is very practical. Most AI-generated answers will at least stumble in one of these steps, especially in scenarios that require high accuracy such as crypto market analysis, trading signals, or project evaluation. Using this framework to check step by step can significantly improve your ability to judge information. Whether you're reviewing trading opinions or project analyses, developing this habit is worthwhile.

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CryingOldWallet

· 6h ago

Oh my, I should have learned this framework long ago. I only realized after being fooled by AI a few times. But honestly, the most deceptive thing in the crypto world is those hidden assumptions. A bunch of data looks impressive but is actually all smoke and mirrors.

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degenonymous

· 6h ago

To be honest, I've been using this framework for a long time, especially when looking at those chaotic crypto market analyses... AI-generated content can be spotted at a glance for vulnerabilities, and there's a lot of fabricated data.

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ReverseTrendSister

· 6h ago

AI's responses are really unreliable now; I've gotten used to doing the opposite... Especially those trading signals, nine out of ten are traps.

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PositionPhobia

· 6h ago

Haha, the logical flaws of AI are indeed hard to guard against... Especially those "professional analyses" in the crypto circle, they often get exposed as soon as you check the data.

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0xLuckbox

· 6h ago

Indeed, this framework is really useful. Over the past few months, I’ve lost quite a bit of money because I didn’t follow it... Especially those "certain" trading signals, and it turns out all the data was nonsense.

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