The author suggests that the missing items could include papers on Memory-Augmented Neural Networks (MANNs), meta-learning, competitive self-play, and reinforcement learning. The author also speculates that works by Yann LeCun, Ian Goodfellow, and Demis Hassabis may have been included in the original list. However, the author acknowledges that this reconstruction remains speculative until more information becomes available.
Key takeaways:
- The article is an attempt to reconstruct a viral AI reading list attributed to Ilya Sutskever, which is known to be incomplete and includes only 27 of about 40 original reading items.
- The missing reading items are believed to be related to meta-learning, a concept that involves training neural networks to adapt more easily to new tasks with few training samples.
- The author uses clues from the preserved reading items, contemporary presentations given by Ilya Sutskever, and resources shared by OpenAI to identify potential missing reading items.
- The article also speculates on other works and authors that may have been included in the original list, including Yann LeCun, Ian Goodfellow, and Demis Hassabis.