Intelligence = Applied logic
Environmental and sociological factors aside, I do not deny that measuring alacrity and accuracy of pattern recognition and the ability to predict the next sequential step in a given series, might be the key to quantifying and interpreting functional 'intelligence'.
While one could argue that there may well be different forms of intelligence, essentially, logic is what binds them all.
Naked logic is very measurable.
Where 'IQ' tests fail, imo, is perhaps in test format, which is biased toward formal education with aspects including vocabulary and mathematical series.
I'd guess that the likely agenda to exert Western academic supremacy means that the tests won't be replaced by a more universal system anytime soon.
-Also, using different versions of IQ tests for different groups of people would be inconsistent, and would generate data which would be incompatible with other sets.
IQ tests, as they are, nevertheless serve purpose for comparative analysis between populations and individuals and are useful to science for this purpose.
For instance, science has looked into correlations between IQ and neuroanatomy:
(Copy-paste intellectual slackerthon incoming)
Intelligence, from a neurobiological perspective, has been linked to:
Grey and White Matter:
'higher intelligence has been associated with larger cortical grey matter in the prefrontal and posterior temporal cortex in adults'
'Similar to grey matter, white matter has been shown to correlate positively with intelligence in humans.
White matter consists mainly of myelinated neuronal axons, responsible for delivering signals between neurons. The pinkish-white colour of white matter is actually a result of these myelin sheaths that electrically insulate neurons that are transmitting signals to other neurons. White matter connects different regions of grey matter in the cerebrum together.These interconnections make transport more seamless and allow us to perform tasks easier. Significant correlations between intelligence and the corpus callosum have been found, as larger callosal areas have been positively correlated with cognitive performance.'
Grey:
https://academic.oup.com/cercor/art...elationships-between-IQ-and-Regional-Cortical
White:
https://www.ncbi.nlm.nih.gov/pubmed/21391229
Cortical thickness
'Has also been found to correlate positively with intelligence in humans. However, the rate of growth of cortical thickness is also related to intelligence. In early childhood, cortical thickness displays a negative correlation with intelligence, while by late childhood this correlation has shifted to a positive one
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3985090/
Cortical Convolution
'Has increased the folding of the brain’s surface over the course of human evolution. It has been hypothesized that the high degree of cortical convolution may be a neurological substrate that supports some of the human brain's most distinctive cognitive abilities. Consequently, individual intelligence within the human species might be modulated by the degree of cortical convolution'
Gyrification of the Human Brain:
http://jonlieffmd.com/blog/unique-gyrification-of-the-human-brain