Building a brain from scratch
The art of practice and error
The magic of human language
Painting with pixels
007skaty High-Dimensional Word Maps
In a map of numbers, we subtract man from king, add woman, and land on queen.
007skaty By analyzing text, language models calculate high probabilities for likely next words, such as mat after the cat sat on the.
007skaty This technology prevents AI from forgetting context by analyzing whole sentences simultaneously.
Huge libraries: Modern AI models are trained on trillions of words, equivalent to reading millions of books.
What is the basic unit of text (like a word or syllable) that an AI processes called?
007skaty The attention mechanism that helps artificial intelligence understand word context.
In which year did researchers publish the revolutionary 'Attention Is All You Need' paper?
What mechanism allows an AI to determine which words in a sentence are most relevant to each other?
How does the attention mechanism resolve the meaning of ambiguous words like 'bank'?