The guest, Dr. Michael Jordan, reflects on the "AI winter" and the lack of progress in the field for 30 years due to limited computer capability, and shares his views on the principles necessary for sustainable AI platforms in the future. He credits the success of AI today to the invention of deep learning models by mathematicians such as Jeff Hinton.