- Lack of True Understanding:
- They operate on probabilities and patterns based on the training data
- They have no understanding on the meaning of language
- They have no grasp of concepts on the basis of which they generate grammatically correct sentences
- Hallucination and Bias:
- They have the propensity to generate incorrect and nonsensical information
- They mimic the biases in their training data that leads to unfair or discriminatory output
- Sensitivity to Input:
- Minor changes in input can drastically alter output that makes it difficult to control response
- Lack of Common Sense and Real-World Knowledge:
- They lack true common sense and worldly experience, the most they can access and process is the information based on their training data
- They fundamentally lack the understanding of everyday situations and interactions
- Ethical Concerns:
- They can be used to generate misleading and even harmful content
- They can be misused that have ethical implications
- Limited Creativity and Originality:
- They lack basic sense of creativity that is outside the fold of the patterns in training data to generate truly original concepts and ideas
- Emotions and Consciousness:
- They lack feelings, self-awareness and have no way of experiencing emotions
- Reliance on Data:
- They are only as good as the data they have been trained on and are a reflection of it
- Physical Actions:
- They are software programs in the digital realm and cannot interact with physical world
