Construction safety research is a critical field in civil engineering, aiming to mitigate risks and prevent injuries through the analysis of site conditions and human factors. However, the limited volume and lack of diversity in existing construction safety datasets pose significant challenges to conducting in-depth analyses. To address this research gap, this paper introduces the Construction Safety Dataset (CSDataset), a well-organized comprehensive multi-level dataset that encompasses incidents, inspections, and violations recorded sourced from the Occupational Safety and Health Administration (OSHA). This dataset uniquely integrates structured attributes with unstructured narratives, facilitating a wide range of approaches driven by machine learning and large language models. We also conduct a preliminary approach benchmarking and various cross-level analyses using our dataset, offering insights to inform and enhance future efforts in construction safety. For example, we found that complaint-driven inspections were associated with a 17.3% reduction in the likelihood of subsequent incidents. Our dataset and code are released at https://github.com/zhenhuiou/Construction-Safety-Dataset-CSDataset.

The 2024 Index is our most comprehensive to date and arrives at an important moment when AI's influence on society has never been more pronounced. This year, we have broadened our scope to more extensively cover essential trends such as technical advancements in AI, public perceptions of the technology, and the geopolitical dynamics surrounding its development. Featuring more original data than ever before, this edition introduces new estimates on AI training costs, detailed analyses of the responsible AI landscape, and an entirely new chapter dedicated to AI's impact on science and medicine. The AI Index report tracks, collates, distills, and visualizes data related to artificial intelligence (AI). Our mission is to provide unbiased, rigorously vetted, broadly sourced data in order for policymakers, researchers, executives, journalists, and the general public to develop a more thorough and nuanced understanding of the complex field of AI. The AI Index is recognized globally as one of the most credible and authoritative sources for data and insights on artificial intelligence. Previous editions have been cited in major newspapers, including the The New York Times, Bloomberg, and The Guardian, have amassed hundreds of academic citations, and been referenced by high-level policymakers in the United States, the United Kingdom, and the European Union, among other places. This year's edition surpasses all previous ones in size, scale, and scope, reflecting the growing significance that AI is coming to hold in all of our lives.

A Tesla engineer was attacked by a robot during a brutal and bloody malfunction at the company's Giga Texas factory near Austin. Two witnesses watched in horror as their fellow employee was attacked by the machine designed to grab and move freshly cast aluminum car parts. The robot had pinned the man, who was then programming software for two disabled Tesla robots nearby, before sinking its metal claws into the worker's back and arm, leaving a'trail of blood' along the factory surface. The incident - which left the victim with an'open wound' on his left hand - was revealed in a 2021 injury report filed to Travis county and federal regulators, which has been reviewed by DailyMail.com. While no other robot-related injures were reported to regulators by Tesla at the Texas factory in either 2021 or 2022, the incident comes amid years of heightened concerns over the risks of automated robots in the workplace.

Amid mounting claims its warehouses, especially those with robots, are unsafe, Amazon is doubling down on technology in an attempt to make them safer. The Jeff Bezos-led company is using its Amazon Robotics and Advanced Technology labs to come up with new robots to keep Amazon's warehouse workers, which make up the majority of its more than 1 million employees, safer. Robots known as'Bert' and'Ernie,' use motion-capture technology. Amazon is using technology to keep its warehouses workers safer, despite claims to the contrary. Bert was designed to navigate Amazon's warehouses independently, becoming one of the Jeff Bezos-led company's first autonomous mobile robots This allows Amazon data scientists to understand what's going on in the warehouse and apply that to a laboratory setting, before going back out to the field again.

DISCLAIMER: The expert advisor referenced on this page was designed several years ago and although it should function using the latest versions of Windows without problem, there may be instances where it is no longer compatible (i.e., Windows 64-bit). The Asbestos Advisor is an interactive compliance assistance tool. Once installed on your PC, it can interview you about buildings and worksites, and the kinds of tasks workers perform there. It will produce guidance on how the Asbestos standard may apply to those buildings and that work. Its guidance depends on your answers.