Anjali is building a robot that she hopes will become an artificial general intelligence. She insists that everything the robot learns should be a result of unsupervised learning as it interacts with its environment and slowly discovers which actions lead to useful results. Why might Anjali believe that this is the best way to create an artificial general intelligence?

Question $11$ options:

a$)$

Because it is how human babies learn to interact with their environments. Very few of the actions taken by a baby are labeled as correct or incorrect in a way that the baby will understand.

b$)$

Because unsupervised learning works faster than supervised learning and therefore the robot will be able to learn to do more different activities correctly in a shorter amount of time.

c$)$

Because supervised learning will not allow the robot to generalize any of its knowledge to new inputs that are not exactly like the ones in its training set.

d$)$

Because a robot that learns through unsupervised learning will not be exposed to bias or unethical instructions given by its supervisor, and therefore Anjali can guarantee that any artificial general intelligence arising from this process will behave ethically.