What is an LLM and what does it stand for? Here we explain what a large language model is and how they power AI chatbots.
A large language model (LLM) is an increasingly popular type of artificial intelligence designed to generate human-like written responses to queries. LLMs are trained on large amounts of text data and learn to predict the next word, or sequence of words, based on the context provided—they ...
One example would be to contrast OpenAI products like ChatGPT and Sora against each other. An LLM like ChatGPT is great at generating text that sounds human-like and understanding complex language patterns. Other AI systems like Sora have visual patches that generate videos from text prompts, me...
We cover everything that makes up the technology, from machine learning and LLMs to general AI and neural networks, and how to use it.
The more parameters a model has, the more data is needed to train it. As deep learning models grow in size, acquiring this data becomes increasingly difficult. This is particularly evident in LLMs: both Open-AI’s GPT-3 and the open source BLOOM have over 175 billion parameters. ...
It's very hard to say explicitly what harm an LLM has caused. But that doesn't mean that that's what the trajectory is going to be over the next 10 years. So I think if you pay attention to a few specific capabilities, take, for example, autonomy. ...
Using a little thought experiment, we can understand at a high level what an LLM is capable of doing, and also what its limitations are.
powering everything from LLMs to image recognition to self-driving cars. His 2001 bookThe Algebraic Mindargued that neural networks, the foundation on which deep learning is built, are incapable of reasoning by themselves. (We’ll skip over it for now, but I’ll come back to it later and...
Natural language processing (NLP) is a subfield of artificial intelligence (AI) that uses machine learning to help computers communicate with human language.
Augmented artificial intelligenceis a trend that is also referred to as “intelligent X” and points to systems where AI techniques provide additional and untapped functionality. ChatGPTis an OpenAI service that incorporates a conversational chatbot with LLM to create content. It was trained on a fo...