> From context it does not appear to be how SlinkyOnStairs was using it either.

The exact definition of "purpose" doesn't matter much here.

The particular version of the heuristic used here is that the stated purpose and the actual purpose often differ. POSIWID being the observation that the actual purpose is reflected by the outcomes of the system, because if that isn't the case the system gets changed.

Thus, the observation about AI benchmarks. AI companies have had years now to stop using unreliable benchmarks as advertising material. There's been years of piece after piece about the problems with these benchmarks. And yet the AI marketing continues as is.