A jargon-free explanation of how AI large language models work
WEBJul 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...
Large language models can do jaw-dropping things. But nobody …
WEBMar 4, 2024 · Artificial intelligence. Large language models can do jaw-dropping things. But nobody knows exactly why. And that's a problem. Figuring it out is one of the biggest scientific...
Large language models don’t behave like people, even ... - MIT News
WEBJul 23, 2024 · A new study shows someone’s beliefs about an LLM play a significant role in the model’s performance and are important for how it is deployed. When an LLM is misaligned with a person’s beliefs, even an extremely capable model may fail unexpectedly when deployed in a real-world situation.
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.
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.
A.I.’s Black Boxes Just Got a Little Less Mysterious - The New York Times
WEBMay 21, 2024 · Researchers at the A.I. company Anthropic claim to have found clues about the inner workings of large language models, possibly helping to prevent their misuse and to curb their potential...
Large language models are getting bigger and better - The Economist
WEBApr 17, 2024 · Companies like Scale AI and Surge AI have built large networks of people to generate and annotate data, including P h D researchers solving problems in maths or biology.
How Large Language Models Will Transform Science, Society, and AI
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.
Multi-AI collaboration helps reasoning and factual accuracy in large ...
WEBSep 18, 2023 · Multi-AI collaboration helps reasoning and factual accuracy in large language models Written By. Rachel Gordon. An age-old adage, often introduced to us during our formative years, is designed to nudge us beyond our self-centered, nascent minds: "Two heads are better than one."
The current state of artificial intelligence generative language models ...
WEBFeb 10, 2024 · The emergence of publicly accessible artificial intelligence (AI) large language models such as ChatGPT has given rise to global conversations on the implications of AI capabilities.
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