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<p>[QUOTE="Neal, post: 3007026, member: 43872"]That is also a problem with TPG graders. It comes down to both a science (adherence to written standards) and art (just how much does the nick in that spot hurt eye appeal?). As for the programmer, with true AI the program "learns" from input data, "experience" if you will, and how it makes its judgments is often a mystery to the programmer. By inputting a large number of coins with values derived from professional graders, the program would learn, with varying degrees of success depending on how good the program was and how much data was entered, to judge grades that reflected the views of the original graders rather than the programmer.[/QUOTE]</p><p><br /></p>
[QUOTE="Neal, post: 3007026, member: 43872"]That is also a problem with TPG graders. It comes down to both a science (adherence to written standards) and art (just how much does the nick in that spot hurt eye appeal?). As for the programmer, with true AI the program "learns" from input data, "experience" if you will, and how it makes its judgments is often a mystery to the programmer. By inputting a large number of coins with values derived from professional graders, the program would learn, with varying degrees of success depending on how good the program was and how much data was entered, to judge grades that reflected the views of the original graders rather than the programmer.[/QUOTE]
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