The most suitable option to fill in the blanks in the sentence is "By contrast."
So the completed sentence would read:
"Some scholars are of the view that artificial intelligence will soon transcend our intelligence. By contrast, some contend that it will not."
This option effectively highlights the opposing viewpoint among scholars regarding the capabilities of artificial intelligence.