Given a dataset, what are the first steps you would take?
How do generative models relate to deep learning?
How can AI be used to optimize traffic flow and reduce congestion?
Describe a situation where symbolic AI would be more appropriate than machine learning.
How can you ensure transparency and accountability in an AI system?
What is gradient descent, and how does it work?
How is AI used in fraud detection for credit card companies?
What are the biggest hurdles to achieving truly general AI?
Why are you interested in AI?
How does AI intersect with human bias and societal inequities?
What research methodologies do you favor?
How would you approach the development of a self-driving car for a very busy city?
What are some potential applications of AI-generated content?
What are activation functions and why are they used in neural networks?
What are the differences between knowledge representation methods like Semantic Networks and Ontologies?