A jargon-free explanation of how AI large language models work
Jul 31, 2023 · We’ll start by explaining word vectors, the surprising way language models represent and reason about language. Then we’ll dive deep into the transformer, the basic building block for systems...
Bias of AI-generated content: an examination of news produced by large …
Mar 4, 2024 · Large language models (LLMs), such as ChatGPT and LLaMA, are large-scale AI models trained on massive amounts of data to understand human languages 1, 2. Once pre-trained, LLMs can generate...
Large language models can do jaw-dropping things. But nobody …
Mar 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 overestimated
Jul 11, 2024 · When it comes to artificial intelligence, appearances can be deceiving. The mystery surrounding the inner workings of large language models (LLMs) stems from their vast size, complex training methods, hard-to-predict behaviors, and elusive interpretability.
Large language models use a surprisingly simple mechanism to ... - MIT News
Mar 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 …
Multi-AI collaboration helps reasoning and factual accuracy in large ...
Sep 18, 2023 · This method empowers these expansive language models to heighten their adherence to factual data and refine their decision-making. The crux of the problem with large language models (LLMs) lies in the inconsistency of their generated responses, leading to potential inaccuracies and flawed reasoning.
Large language models are getting bigger and better - The Economist
Apr 17, 2024 · Leading models like GPT -4 and Gemini are now “multimodal”, capable of dealing with various types of data. When data can no longer be found, it can be made. Companies like Scale AI and Surge...
OpenAI and Meta ready new AI models capable of ‘reasoning’
Apr 9, 2024 · Meta and OpenAI’s upgrades are part of a wave of new large language models being released this year by companies including Google, Anthropic and Cohere.
Ai2 releases new language models competitive with Meta’s Llama
4 days ago · While there’s no shortage of “open” language models to choose from (e.g., Meta’s Llama), OLMo 2 meets the Open Source Initiative’s definition of open source AI, meaning the tools and ...
The Next Generation Of Large Language Models - Forbes
Feb 7, 2023 · A new avenue of AI research seeks to enable large language models to do something analogous, effectively bootstrapping their own intelligence. As part of their training, today’s LLMs ingest much...
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