If we start from the position of the marketing hype and even Sam Altman's statements, these tools will "solve all of physics". To me it's laughable, but that's also what's driven their outsized valuations. Using the output to drive product decisions and development, it's not hard to imagine a scenario where a resulting product isn't fully vetted because of the constant corporate pressure to "move faster" and the unrealistic hype of "solve all of physics". This is similar to Tesla's situation of selling "Full Self-Driving" but it actually isn't in the way most people would understand that term and so they lost in court on how they market their autonomous driving features.