Math
Factorize 926.
2 * 463
Which term describes the number of features or inputs used to train a model?
Dimension
In what year was GPT-4 released?
2023
Which language is TensorFlow written for?
Python
What is the dimension of
span([0, 1, 0], [0, 1, 1], [0, 0, 1])?
2
What does RAG stand for?
Retrieval-augmented generation
Which widely-used, open-source deep learning library was initially developed by Google Brain and released in 2015?
TensorFlow
What is the EECS course number for Introduction to Artifical Intelligence?
492
Prove the following combinatorial identity:
(n choose k) = (n - 1 choose k) + (n - 1 choose k - 1)
Fix any element. If we don't include it in the set of k, we need to choose k elements from the remaining n - 1; otherwise, we only need k - 1.
Explain the difference between a cost function and a loss function.
A loss functions computes the loss at a single point, while a cost function computes it for the entire dataset.
In which 1997 chess match did a computer first defeat a reigning world chess champion?
Deep Blue vs. Garry Kasparov
Which grade did Sophie skip?
6th
Answer the Monty Hall Problem:
You're on a game show, and you're given the choice of three doors: Behind one door is a car; behind the others, goats.
You pick a door, say No. 1, and the host, who knows what's behind the doors, opens another door, say No. 3, which has a goat.
He then says to you, "Do you want to pick door No. 2?" Is it to your advantage to switch your choice?
Yes
What attention function is used for single-head attention in the original Transformer paper?
Scaled dot-product attention
OpenAI had 11 co-founders. Name three.
Sam Altman, Elon Musk, Ilya Sutskever, Greg Brockman, Trevor Blackwell, Vicki Cheung, Andrej Karpathy, Durk Kingma, John Schulman, Pamela Vagata, and Wojciech Zaremba
How many people showed up to the last MHML meeting?
39