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▲ mckirk 5 hours ago

Since internally you probably have a fairly good intuition for what these models do well, what about assembling a benchmark suite (with multiple dimensions) that produces results that show that intuition, but in a 'somewhat objective' way?

That could solve the 'more IQ' problem, because you'd actually have different dimensions (e.g. for 'raw intelligence', technical writing, emotional understanding, etc) that you could use to communicate the differences in models better.

(Of course people would instantly start complaining that the benchmarks numbers are probably fake etc, but it is what it is.)

▲Yajirobe 4 hours ago | parent [-]

I think different domain benchmarks already exist and are widely used.

▲mckirk 4 hours ago | parent [-]

True, but afaik none that an AI company itself uses to say 'this is what we think showcases the individual strengths of our models the best'.