What's next in large language model (LLM) research? Here's what's coming down the ML pike

There is a lot of excitement around the potential applications of large language models (LLM). We're already seeing LLMs used in several applications, including composing emails and generating software code. But as interest in LLMs grows, so do concerns about their limits; this can make it difficult to use them in different applications. Some of these include hallucinating false facts, failing at tasks that require commonsense and consuming large amounts of energy. Here are some of the research areas that can help address these problems and make LLMs available to more domains in the future.