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My FAANG employer launched a service ~6 months ago that today seems millions of DAUs. This service was 100% vibe coded. This service was created 20x faster than the median launch, and had notably fewer issues than the median launch. If AI stopped improving today, it would be a technological leap equivalent to a new high-level language paradigm for us.
To me this is completely unrelated to the quality of the PRNG, because security is explicitly a non-goal of the design. A general-purpose non-cryptographically secure PRNG is evaluated primarily on speed and uniformity of output. Any other qualities can certainly be interesting, but they're orthogonal to (how I would evaluate) quality.