Mind Matters Natural and Artificial Intelligence News and Analysis


Robot vs man. Human humanoid robot work with laptops at desk.

Will Humans Ever Be Fully Replaceable by AI? Part 3

Data outlines what can be quantified but does not show the comparison between AI and human performance at the most important points

To get the right answer to the question of whether artificial intelligence will ever become capable of replacing man we must get the ontology, epistemology, and metrology right. Ontology seeks to understand the essential nature of things and the relationships between different things. Epistemology looks at what we can know and how accurately we can know what is knowable. Finally, metrology explores how we make measurements and comparisons. To get the right answer we must measure the right things (ontology), select what we will measure (epistemology), and determine how we make our measurements and comparisons with accuracy, precision, and repeatability (metrology). Mistakes in any of these areas will lead to a bad outcome. A common mistake is to measure what…