X

Vous n'êtes pas connecté

Maroc Maroc - TECHXPLORE.COM - RSS news feed - Hier 13:00

A better method for identifying overconfident large language models

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.

Articles similaires

Sorry! Image not available at this time

A better method for identifying overconfident large language models

techxplore.com - 13:00

Large language models (LLMs) can generate credible but inaccurate responses, so researchers have developed uncertainty quantification methods to check...

Sorry! Image not available at this time

Top AI coding tools make mistakes one in four times, study shows

techxplore.com - 17/Mar 15:20

New research from the University of Waterloo shows that artificial intelligence (AI) still struggles with some basic software development tasks,...

Sorry! Image not available at this time

Top AI coding tools make mistakes one in four times, study shows

techxplore.com - 17/Mar 15:20

New research from the University of Waterloo shows that artificial intelligence (AI) still struggles with some basic software development tasks,...

Sorry! Image not available at this time

Can AI read papers like a scientist? A new benchmark shows where LLMs fail

techxplore.com - 10/Mar 20:40

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...

Sorry! Image not available at this time

SoulMate LLM accelerator evolves according to the specific characteristics of the user

techxplore.com - 18/Mar 13:40

While large language models (LLMs) like ChatGPT are adept at answering countless questions, they often remain unaware of a user's minor habits or...

Sorry! Image not available at this time

GSMA and Zindi Launch AI Safety Challenge Targeting Africa’s Linguistic Diversity

iafrica.com - 10/Mar 10:15

The GSMA and Zindi, an AI challenge platform focused on emerging markets, have launched a competition aimed at identifying vulnerabilities in large...

Sorry! Image not available at this time

GSMA and Zindi Launch AI Safety Challenge Targeting Africa’s Linguistic Diversity

iafrica.com - 10/Mar 10:15

The GSMA and Zindi, an AI challenge platform focused on emerging markets, have launched a competition aimed at identifying vulnerabilities in large...

Sorry! Image not available at this time

New 'renewable' benchmark streamlines LLM jailbreak safety tests with minimal human effort

techxplore.com - 11/Mar 19:00

As new large language models, or LLMs, are rapidly developed and deployed, existing methods for evaluating their safety and discovering potential...

Sorry! Image not available at this time

Improving AI models' ability to explain their predictions

techxplore.com - 09/Mar 15:20

In high-stakes settings like medical diagnostics, users often want to know what led a computer vision model to make a certain prediction, so they can...

Sorry! Image not available at this time

Llamafile, Mozilla’s portable LLM runner, gets GPU support and a rebuilt core

itsecuritynews.info - 05:36

Running a large language model on a single machine without cloud access or a container runtime remains a priority for practitioners working in...