Original link: https://headsalon.org/archives/9081.html
【2022-05-29】
@whigzhou: The current situation of AI is that where it gets it right, it can be very high-level, and where it gets it wrong, it is often very low-level,
This is actually a manifestation of a lack of common sense. Similar situations can also be seen in humans to varying degrees. For example, there are often top experts in some fields. When he goes beyond his professional field to talk about other things, he often shows extreme ignorance and stupid,
This difficulty is not easy to overcome. It is difficult to establish a sense of common sense with rich layers and diverse faces like human beings. It not only requires a complete growth experience, a good general education, but also a sound motivation and incentive system, because many Common sense cannot be acquired passively. It needs active exploration and experimentation. Exploration and experimentation require motivation, and learning useful experience from exploration and experimentation requires appropriate incentives and feedback. It is not easy to set up such a learning situation for an AI system. Current research Those who may not know how to start, have not even touched the door,
Moreover, this kind of exploratory learning also requires a certain metacognitive ability, that is, to be able to constantly reflect on one’s own learning experience, jump out of the box from time to time,
The road is still long,
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