Podcast
Questions and Answers
The current unprecedented progress in AI is underpinned by a new class of AI models called ______.
The current unprecedented progress in AI is underpinned by a new class of AI models called ______.
large language models (LLMs)
LLMs are extremely ______ and adaptable, and have been useful in computer vision, biology, and more.
LLMs are extremely ______ and adaptable, and have been useful in computer vision, biology, and more.
flexible
The first modern AI revolution took place in ______ with deep learning for computer vision problems.
The first modern AI revolution took place in ______ with deep learning for computer vision problems.
2012
CNNs, ImageNet, and GPUs were a magic combination that unlocked tremendous progress in ______.
CNNs, ImageNet, and GPUs were a magic combination that unlocked tremendous progress in ______.
Signup and view all the answers
However, there were limits to that generation of deep learning, especially in natural ______ processing (NLP).
However, there were limits to that generation of deep learning, especially in natural ______ processing (NLP).
Signup and view all the answers
Until recently, RNNs and LSTMs were used to process and analyze data in ______, but they struggled with longer sentences and paragraphs.
Until recently, RNNs and LSTMs were used to process and analyze data in ______, but they struggled with longer sentences and paragraphs.
Signup and view all the answers
Getting the right training data for NLP is incredibly time-consuming and ______.
Getting the right training data for NLP is incredibly time-consuming and ______.
Signup and view all the answers
The breakthroughs in AI are quickly being turned into practical tools and real ______ products that anyone can use.
The breakthroughs in AI are quickly being turned into practical tools and real ______ products that anyone can use.
Signup and view all the answers
Processing language requires working with sequences of ______, where order matters.
Processing language requires working with sequences of ______, where order matters.
Signup and view all the answers
Large language models have been useful in various fields, including ______ and biology.
Large language models have been useful in various fields, including ______ and biology.
Signup and view all the answers
Study Notes
- There is currently unprecedented progress in AI across various fields.
- This progress is underpinned by a new class of AI models called large language models (LLMs).
- LLMs are extremely flexible and adaptable, and have been useful in computer vision, biology, and more.
- The first modern AI revolution took place in 2012 with deep learning for computer vision problems.
- CNNs, ImageNet, and GPUs were a magic combination that unlocked tremendous progress in computer vision.
- However, there were limits to that generation of deep learning, especially in natural language processing (NLP).
- Processing language requires working with sequences of words, where order matters.
- Until recently, RNNs and LSTMs were used to process and analyze data in time, but they struggled with longer sentences and paragraphs.
- Getting the right training data for NLP is incredibly time-consuming and challenging.
- The breakthroughs in AI are quickly being turned into practical tools and real commercial products that anyone can use.
Studying That Suits You
Use AI to generate personalized quizzes and flashcards to suit your learning preferences.
