Podcast
Questions and Answers
What is the current state of AI progress according to the given text?
What is the current state of AI progress according to the given text?
- Decelerating
- Unpredictable
- Stagnant
- Accelerating (correct)
What is the common criticism of deployed AI systems?
What is the common criticism of deployed AI systems?
- They are too expensive
- They are too pervasive
- They are dumb or impotent (correct)
- They are too effective
What is the term used to describe the periods of decreased interest in AI?
What is the term used to describe the periods of decreased interest in AI?
- AI summer
- AI hype
- AI autumn
- AI winter (correct)
What is the common statistic quoted about ML project failure rates?
What is the common statistic quoted about ML project failure rates?
According to the Gartner hype cycle, what stage has AI currently reached?
According to the Gartner hype cycle, what stage has AI currently reached?
What is the main reason for ML project failures?
What is the main reason for ML project failures?
What problem do transformer models like BERT and GPT address in deep learning?
What problem do transformer models like BERT and GPT address in deep learning?
Which metric measures the ratio of correctly predicted positive observations to the total predicted positives in a classification problem?
Which metric measures the ratio of correctly predicted positive observations to the total predicted positives in a classification problem?
According to the provided text, what should be considered when dealing with the increased complexity of Machine Learning?
According to the provided text, what should be considered when dealing with the increased complexity of Machine Learning?
What is indicated by very low training error but significantly lower test error in a machine learning model?
What is indicated by very low training error but significantly lower test error in a machine learning model?
In 2024, which type of models are mentioned to have higher capacity compared to traditional machine learning models?
In 2024, which type of models are mentioned to have higher capacity compared to traditional machine learning models?
What advice is given for dealing with the imperfections of Machine Learning in the provided text?
What advice is given for dealing with the imperfections of Machine Learning in the provided text?
Which statement best describes the progress of AI in 2024?
Which statement best describes the progress of AI in 2024?
What is one of the main reasons for the successful mainstream adoption of AI?
What is one of the main reasons for the successful mainstream adoption of AI?
What percentage of companies has faced challenges with AI development, according to the AI infrastructure survey (2021)?
What percentage of companies has faced challenges with AI development, according to the AI infrastructure survey (2021)?
Which statement is true regarding the deployment of AI according to a Gartner (2021) report?
Which statement is true regarding the deployment of AI according to a Gartner (2021) report?
How many companies have shown interest in adopting AI, according to a McKinsey (2020) report?
How many companies have shown interest in adopting AI, according to a McKinsey (2020) report?
What is the primary architectural underpinning of the explosive growth of generative AI models?
What is the primary architectural underpinning of the explosive growth of generative AI models?
