A jargon-free explanation of how AI large language models work
WEBJul 31, 2023 · We’ll aim to explain what’s known about the inner workings of these models without resorting to technical jargon or advanced math.
Large language models use a surprisingly simple mechanism to ... - MIT News
WEBMar 25, 2024 · Researchers find large language models use a simple mechanism to retrieve stored knowledge when they respond to a user prompt. These mechanisms can be leveraged to see what the model knows about different subjects and possibly to correct false information it has stored.
Large language models can do jaw-dropping things. But nobody …
WEBMar 4, 2024 · Large language models in particular, such as OpenAI’s GPT-4 and Google DeepMind’s Gemini, have an astonishing ability to generalize.
Reasoning skills of large language models are often ... - MIT News
WEBJul 11, 2024 · MIT CSAIL researchers developed an evaluation framework for large language models about counterfactual tasks. They found that LLMs can recite answers, but struggle to reason as it relates to abstract task-solving.
Multi-AI collaboration helps reasoning and factual accuracy in large ...
WEBSep 18, 2023 · A new method enables multiple AI language models to engage in collaborative debates, refining their accuracy and decision-making. Loosely inspired by human group discussions, this technique seeks to enhance the performance, consistency, and reliability of AI outputs, potentially revolutionizing the way large language models operate and communicate.
Google DeepMind used a large language model to solve an …
WEBDec 14, 2023 · Google DeepMind has used a large language model to crack a famous unsolved problem in pure mathematics. In a paper published in Nature today, the researchers say it is the first time a...
What’s the next word in large language models? - Nature
WEBApr 24, 2023 · A new phase may be starting with the advent of AI generative tools that are powered by large language models (LLMs), such as ChatGPT for text and DALL-E or Stable Diffusion for images, which...
How Large Language Models Will Transform Science, Society, …
WEBFeb 5, 2021 · In July 2020, OpenAI unveiled GPT-3, a language model that was easily the largest known at the time. Put simply, GPT-3 is trained to predict the next word in a sentence, much like how a text message autocomplete feature works.
Large language models are getting bigger and better - The Economist
WEBApr 17, 2024 · GPT -5 and other next-gen models are expected to cost billions of dollars to train. Open AI is also reportedly partnering with Microsoft, a tech giant, to build a new $100bn data centre.
Science in the age of large language models - Nature
WEBApr 26, 2023 · Large language models (LLMs) are deep learning models with a huge number of parameters trained in an unsupervised way on large volumes of text.
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