Large Language Models have revolutionized numerous tasks with their remarkable efficacy. However, editing these models, crucial for rectifying outdated or erroneous information, often leads to a complex issue known as the ripple effect in the hidden space. While difficult to detect, this effect can significantly impede the efficacy of model editing tasks and deteriorate model performance. This paper addresses this scientific challenge by proposing a novel evaluation methodology, Graphical Impact Evaluation(GIE), which quantitatively evaluates the adaptations of the model and the subsequent impact of editing. Furthermore, we introduce the Selective Impact Revision(SIR), a model editing method designed to mitigate this ripple effect. Our comprehensive evaluations reveal that the ripple effect in the hidden space is a significant issue in all current model editing methods. However, our proposed methods, GIE and SIR, effectively identify and alleviate this issue, contributing to the advancement of LLM editing techniques.

Uber is giving out free flu shots in 17 U.S. cities Time SAN FRANCISCO -- Former New York mayor Michael Bloomberg is helping other civic stewards prepare for the coming self-driving car revolution. The billionaire announced Monday at the CityLab 2016 summit of 400 global leaders in Miami that his Bloomberg Philanthropies and the Aspen Institute have selected five cities that will receive expert advice and data analytics to prepare their streets for autonomous vehicles. The cities are Austin, Los Angeles, Nashville, Buenos Aires and Paris. Five more cities will be announced later this year. "If mayors collaborate with one another, and with partners in the private sector, they can improve people's lives in ways we can only imagine today," said Bloomberg, who served as New York City's top pol from 2002 to 2013.

Whether it's Tesla's Model 3 or Uber's automated ride-hailing service, many cities will probably start seeing these vehicles on the road in just a few years. But some may not be ready for the change. How cities maintain their roads, train their workers, design their institutions and even plan their use of land might need to change dramatically as vehicle automation becomes more widespread. So to help give them a jump-start, former New York mayor Michael Bloomberg wants to develop a set of policy recommendations for cities that are just waking up to the driverless revolution. Five cities will serve as testing grounds and early participants in the conversation: Austin, Los Angeles and Nashville in the United States, as well as Buenos Aires and Paris.

Nasa has announced that it has found evidence of flowing water on Mars. Scientists have long speculated that Recurring Slope Lineae -- or dark patches -- on Mars were made up of briny water but the new findings prove that those patches are caused by liquid water, which it has established by finding hydrated salts. Several hundred camped outside the London store in Covent Garden. The 6s will have new features like a vastly improved camera and a pressure-sensitive "3D Touch" display