Yann LeCun's Version of Autonomous Machine Intelligence

For decades, making a machine fully capable of learning by observing its environment has been the biggest dream for many researchers. Though methods like supervised or reinforcement learning have made huge advancements, there is a lot of speculation if they are the right way forward. Self-supervised learning guru, Yann LeCun, chief of AI at Meta, has a similar vision for autonomous machine intelligence. In his paper published in June 2022, LeCun proposed several solutions and architectures that can be combined and implemented to build self-supervised autonomous machines. It is basically what I'm planning to work on, and what I'm hoping to inspire others to work on, over the next decade.