Discover the limitations of AI technology and learn about 10 tasks that current AI systems are not capable of performing such as common sense reasoning, understanding abstract concepts, empathy, and more. Understand the challenges and barriers that AI technology still faces today.
What Artificial Intelligence Cannot Do?
Artificial intelligence is making vertical progress. If we look back in the past, we will find an enormous difference between first step in Artificial intelligence by Warren McCulloch and Walter Pits and modern era.
Evenly, every industry has a contribution in Artificial Intelligence to boost their productivity and efficiency but on the other side it has side effects.
As we are moving toward immense progress in Artificial Intelligence that will lead towards a dominant form of intelligence on earth, but you can’t ignore the limitations or disadvantages of Artificial Intelligence which will distress the whole world.
You may have heard an old proverb “Excess of everything is too bad”. We are depending too much on machines to do the routine work.
This situation can become harmful for the skillful persons. They will lose their jobs because all of their work will be done by the machine with in no time. There is much advancement in Artificial Intelligence but it also has some weaknesses.
In 1930, Alan Turning firstly presented limitation of Artificial intelligence that was “it can’t answer everything”.
What Artificial Intelligence Cannot Do?
These are the 10 things that artificial intelligence cannot do.
- Common sense reasoning
- Understanding abstract concepts
- Emotions and consciousness
- Tasks involving complex, unstructured data
- Tasks requiring empathy and compassion
- Understanding context
- Tasks that requires a lot of experience and intuition
- Tasks that requires understanding and interpretation of idiomatic expressions
- Tasks that requires common sense understanding of the physical world.
Let’s briefly discuss them one by one.
Common sense reasoning:
This refers to the ability to use basic knowledge and understanding of the world to make logical inferences and decisions. AI systems currently lack the ability to understand and apply common sense reasoning in the same way that humans can.
Understanding abstract concepts:
This refers to the ability to understand and work with concepts that are not concrete or physically present, such as love, justice, or morality.
This refers to the ability to generate new and original ideas or solutions. AI systems can be trained to generate new content based on patterns in data, but they lack the ability to truly be creative in the same way that humans can.
Emotions and consciousness:
AI systems do not have emotions or consciousness, they are not capable of feeling or experiencing emotions and they do not have self-awareness.
Tasks involving complex, unstructured data:
AI systems can struggle with tasks that involve large amounts of data that is not organized in a structured way. These tasks often require the ability to understand and make sense of data in a way that is similar to how humans would.
Tasks requiring empathy and compassion:
Tasks that requires understanding and responding to the emotional state of others.
This refers to the ability to understand and interpret information in a way that is influenced by the context in which it is presented. AI systems can struggle with understanding the nuances and subtleties of language and communication that are influenced by context.
Tasks that require a lot of experience and intuition:
Tasks that require a deep understanding of a subject that can only be obtained through years of experience and intuition, such as a doctor diagnosing a complex medical condition.
Tasks that require understanding and interpretation of idiomatic expressions:
Idiomatic expressions are phrases or expressions that cannot be understood by simply understanding the meanings of the words that make them up.
Tasks that require common sense understanding of the physical world:
Tasks that involve the ability to understand and navigate the physical world, such as walking down a flight of stairs or grasping an object without dropping it.