10 Questions
What was the limitation of early AI prototypes based on typewritten chatbots?
They were not scalable
What is the fundamental principle behind machine learning?
Learning patterns from data without explicit programming
What capability do recent generative AI models like ChatGPT and Bing Chat possess?
They can simulate human cognitive capabilities like conversation
How did early AI prototypes represent knowledge?
By extracting knowledge from a group of experts and representing it in a computer
What approach did early AI prototypes use to generate responses?
Triggering answers based on keywords in the input text
What technological advancement enabled the development of advanced machine learning algorithms?
Increased computing power and data handling capabilities
What is the key feature of Recurrent Neural Networks (RNNs) highlighted in the text?
Improved representation of the meaning of text in context
What is the primary application of the technology described in the text?
Virtual assistant development
What is a key capability of the virtual assistants described in the text?
Interpreting human language and identifying user needs
What is a limitation of the virtual assistants mentioned in the text?
Restricted to pre-defined scripts or consuming third-party services
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