The Future of Data Science
There has been a lot of news about large language models such as ChatGPT recently. However, while they're impressive in some respects, there are some features missing before they can be truly useful. These include knowledge, consistency, and an ability to distinguish truth from falsehood. In The Future of Natural Language Processing, I discuss how these shortcomings may be addressed and what might become possible as a result.