Large language models (LLMs) can generate credible but inaccurate responses, so researchers have developed uncertainty quantification methods to check...
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Large language models (LLMs) can generate credible but inaccurate responses, so researchers have developed uncertainty quantification methods to check the reliability of predictions. One popular method involves submitting the same prompt multiple times to see if the model generates the same answer. But this method measures self-confidence, and even the most impressive LLM might be confidently wrong. Overconfidence can mislead users about the accuracy of a prediction, which might result in devastating consequences in high-stakes settings like health care or finance.
Large language models (LLMs) can generate credible but inaccurate responses, so researchers have developed uncertainty quantification methods to check...
Researchers have identified key components in large language models (LLMs) that play a critical role in ensuring these AI systems provide safe...
New research from the University of Waterloo shows that artificial intelligence (AI) still struggles with some basic software development tasks,...
New research from the University of Waterloo shows that artificial intelligence (AI) still struggles with some basic software development tasks,...
To stay up to date and work forward in their fields, scientists must have at their fingertips and in their minds thousands of published studies. Large...
Large language models (LLMs), artificial intelligence systems that can process and generate texts in different languages, are now used daily by many...
Large language models (LLMs), artificial intelligence systems that can process and generate texts in different languages, are now used daily by many...
While large language models (LLMs) like ChatGPT are adept at answering countless questions, they often remain unaware of a user's minor habits or...
The GSMA and Zindi, an AI challenge platform focused on emerging markets, have launched a competition aimed at identifying vulnerabilities in large...
The GSMA and Zindi, an AI challenge platform focused on emerging markets, have launched a competition aimed at identifying vulnerabilities in large...