A question about penalty regression

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why

$min_{\beta} \|X\beta-y\|^2+\lambda\|\beta\|_\ell$

is equivalent to

$min_\beta \|X\beta-y\|^2$

$s.t.$

$\|\beta\|_\ell<t$