10 Questions
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.
flexible
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 ______.
computer vision
However, there were limits to that generation of deep learning, especially in natural ______ processing (NLP).
language
Until recently, RNNs and LSTMs were used to process and analyze data in ______, but they struggled with longer sentences and paragraphs.
time
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 ______ products that anyone can use.
commercial
Processing language requires working with sequences of ______, where order matters.
words
Large language models have been useful in various fields, including ______ and biology.
computer vision
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.
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