1. Unsupervised Translation of Programming Languages
by Marie-Anne Lachaux, Baptiste Roziere, Lowik Chanussot, Guillaume Lample
This new model converts code from a programming language to another without any supervision. It can take a Python function and translate it into a C++ function, and vice-versa. It understands the syntax of each language and can thus generalize to any programming language.
2. GPT-3: Language Models are Few-Shot Learners
by various authors
The objective of this type of learning is to classify new data having seen only some examples of training through meta-learning.
by Peter H. Diamandis
This book is a practical playbook for technological convergence in our modern era. A blueprint for how our world will change in response to the next ten years of rapid technological disruption.
4. The Power of Experiments Decision Making in a Data-Driven World
by Michael Luca and Max H. Bazerman
Luca and Bazerman describe the central role experiments play in the tech sector, drawing lessons and best practices from the experiences of such companies as StubHub, Alibaba, and Uber.