Given recent advances in BERT and quantum inspired algorithms, I mostly disagree with his thesis that another AI Winter is coming.

I do, however, believe that the time is always right to learn the fundamentals and Machine Learning with Phil show us the top MOOC for computer science in 2020.

Both make use of totally free resources from Coursera as well as MIT open courseware, and will give you a well rounded education in basic and advanced concepts in computer science.

Lex Fridman interviews Jim Keller as part of his AI Podcast series.

Jim Keller is a legendary microprocessor engineer, having worked at AMD, Apple, Tesla, and now Intel. He’s known for his work on the AMD K7, K8, K12 and Zen microarchitectures, Apple A4, A5 processors, and co-author of the specifications for the x86-64 instruction set and HyperTransport interconnect. This conversation is part of the Artificial Intelligence podcast.

OUTLINE:
0:00 – Introduction
2:12 – Difference between a computer and a human brain
3:43 – Computer abstraction layers and parallelism
17:53 – If you run a program multiple times, do you always get the same answer?
20:43 – Building computers and teams of people
22:41 – Start from scratch every 5 years
30:05 – Moore’s law is not dead
55:47 – Is superintelligence the next layer of abstraction?
1:00:02 – Is the universe a computer?
1:03:00 – Ray Kurzweil and exponential improvement in technology
1:04:33 – Elon Musk and Tesla Autopilot
1:20:51 – Lessons from working with Elon Musk
1:28:33 – Existential threats from AI
1:32:38 – Happiness and the meaning of life