The "Roll Safe" meme is used to humorously illustrate flawed logic or absurd solutions to common problems, often highlighting a situation where someone tries to avoid a negative outcome through a technically correct but impractical or ridiculous life hack. It captures the irony of overthinking simple issues and is often employed in discussions about bad advice or misguided reasoning.