How Training and AI Support Attraction and Retention of Blue-Collar Workers

A possible reason for this may be IIT’s smaller student population (3125 students in 2024) and proximity to the University of Chicago and Northwestern University. While AI has delivered numerous benefits, the report also highlights some key challenges. For instance, 34% of organisations face benefits of chatbots in education a critical shortage of AI-trained personnel which hinders their ability to fully leverage AI’s potential. This skills gap highlights the need for better AI education and continuous learning programmes. In fact, 31% of organisations have started mentorship initiatives to help develop talent.

Figure 1 below, shows that the regional differences in central tendency are minor compared with others. The Northeast and West regions show a higher variability in Total News compared to the Midwest and South, while the Midwest has a notably smaller variability. The low variability in the Midwest could be explained by the more spread-out locations of those universities, leaving local news outlets less choice for which universities to approach for a story.

The ethical and societal drawbacks of these systems are rarely fully considered in K-12 educational contexts. They discuss the ethical challenges and dilemmas of using AI in education. Teachers in K-12 classrooms are starting to embrace artificial intelligence, and they say while it offers numerous benefits for learning, the technology also creates potential problems for young learners. He says that new chatbots have the potential to revolutionize learning if they can deliver on the promise of being personal tutors to students. The tidal wave of LLM use in academic writing and peer review cannot be stopped.

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To create a comprehensive dataset for this analysis, the authors gathered information on the top 116 universities listed on the U.S. News website [12], which are rated annually based on their computer science (CS) programs. Each university’s CS program is assigned a score on a scale from 1 (marginal) to 5 (outstanding), based on a survey of academics at peer institutions [13]. They then searched and recorded the longitude and latitude of each university.

After running a similar analysis on the reasons for being absent, the company launched a chatbot with the help of the NLTC that cost $800 to put together and $200 dollars per month to maintain, Kleyman said, and reduced absences in half. With regard to the absenteeism and high turnover, he and his leadership team identified some simple technology solutions, many in the form of automated chatbots, that addressed turnover and decreased the number of accidents in workplaces. They also launched an education initiative that is reshaping the commercial driver’s license (CDL) labor supply in their region. Canvas, a program for classroom management, has Turnitin built into assignment submissions. He asks those students to rewrite and submit the homework without using AI.

Colleges with strong computer science programs in the central region are more geographically dispersed, making it easier for them to make the local news. As AI, starting with ChatGPT has become increasingly prevalent in academic discussions, school especially, colleges have become hotspots of AI activities and debates. Colleges have the responsibility of addressing not only the academic, integrity-based concerns of students using AI for their homework, but also as the forebearers of new learning and technology, how AI will change their students’ futures and careers. In this study, we will explore the different factors, such as Computer Science Score and location, that might affect how much a college discusses AI, ChatGPT specifically. To demonstrate the validity of our research, we used self-collected data with our methods detailed below. The survey revealed that 44% of organisations have experienced a significant boost in productivity through AI integration.

Kristen Publow, a fifth-grade teacher at Lakeview Elementary School, said she wants to give her students an opportunity to learn how to use AI early on. A new book by one of those AI pioneers digs into the origins of ChatGPT and the intersection of research on how the brain works and building new large language models for AI. He is also the Francis Crick Chair at the Salk Institute for Biological Studies. An essential round-up of science news, opinion and analysis, delivered to your inbox every weekday.

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Chatbots with natural language processing capabilities can answer various inquiries without human participation. Gartner expects that by 2022, AI will account for 70% of customer interactions. Companies like Sephora and H&M use chatbots to help customers with their purchases. While in service, members have access to up to $4,500 a year in Tuition Assistance.

The study suggests integrating AI ethics discussions into educational curriculums to guide responsible AI use. This project seeks to evaluate the influence of ChatGPT on universities by analyzing each university’s total number of articles mentioning ChatGPT on the Google News platform published during the last complete calendar year (2023). Furthermore, compared to general information, forums, videos, Facebook, and other media data, Google news data is approachable, collectable, and diggable. Qualitative interviews with industry professionals reveal that transparency in AI decision-making is crucial, with 21% expressing concerns about the “black box” problem. AI’s impact varies by sector; in mergers and acquisitions, 28% have seen benefits in personalized campaigns, but data privacy remains a hurdle for 22%. IT and augmented reality sectors report enhanced productivity (44%) but struggle with talent shortages (34%).

• Military service offers a tremendous array of education benefits that can be used while you are on active duty or after you leave the service.
• OpenAI announced in an X post last year that ChatGPT can now access information from any time on the internet.
• An excess of screen time can also cause children’s attention spans to shorten.
• Artificial intelligence in finance has improved productivity and reduced risk for financial firms.
• The survey found that 46 percent of teachers and 48 percent of K-12 students use the AI portal ChatGPT at least weekly — in and out of the classroom.

But Publow hasn’t had any issues experimenting with Google Gemini to help her create a rubric that would’ve originally taken her weeks to do. Until recently, ChatGPT could only access information up to September 2021, and would often produce inaccurate results. OpenAI announced in an X post last year that ChatGPT can now access information from any time on the internet.

Top brands like Tesla, Tata and Waymo are now opting for AI algorithms for improvising vehicle safety protocols along with navigation. As per the data of International Data Corporation, the self-driving car market is predicted to reach an expected range of  $557 billion by 2026.

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Marketing teams, representing 19% of businesses, utilize AI for trend analysis, while 13% apply AI to improve supply chain management. Financial planning, though less prominent (6%), benefits from AI’s efficiency-boosting capabilities. The consistent, strong positive pattern across regions demonstrates the importance of academic strength in computer science for ChatGPT-related media visibility. Universities in the Northeast are more influenced by the CS Program rankings due to their geographic proximity and experience more news exposure and competition for resources. Conversely, the Midwest shows the weakest relationship, suggesting that other factors might play a more significant role in influencing news coverage there. First, the authors use a Box-and-Whisker Plot to compare total news by region.

Sahadevan (2023) [5] examines the impact and utilization of ChatGPT among college students, emphasizing the tool’s effects on learning motivation, productivity, and mental health support. The varied findings across studies illustrate both the benefits and challenges of integrating AI-driven technologies like ChatGPT in academic settings. Since ChatGPT is an IT breakthrough started in Silicon Valley, the authors were curious whether universities with more robust CS programs and those closer to Silicon Valley are more likely to be involved in ChatGPT-related activities. Next, the authors will explore how the strength of CS programs and the location of colleges—whether in the Midwest, South, Northeast, West, and Southwest—affects the number of news articles related to ChatGPT. The authors believe this will help us understand the influence of college region and CS program strength on ChatGPT-related activity.

In finance, AI improves risk management, though 18% face regulatory challenges. Healthcare has seen advancements in diagnostics, yet ethical concerns remain significant for 18% of professionals. In manufacturing, 23% recognize process optimization benefits from AI, but 21% struggle with legacy system integration.

Listen to our conversation with Sejnowski on this week’s EdSurge Podcast, where he describes research to more fully simulate human brains. He also talks about his previous project in education, a free online course he co-teaches called “Learning How to Learn,” which is one of the most popular courses ever made, with more than 4 million students signed up over the past 10 years. To assist editors, LLMs can retrieve and summarize related papers to help them contextualize the work and verify adherence to submission checklists (for instance, to ensure that statistics are properly reported). These are relatively low-risk LLM applications that could save reviewers and editors time if implemented well.

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So he switched to neuroscience, hoping to “pop the hood” on the human brain to better understand how it works. With so many options for paying for school it can often be difficult to figure out which benefit is best for you. The Post-9/11 GI Bill and Montgomery GI Bill will pay for non-college degree programs such as technical and vocational… Figure 5 shows a strong positive correlation between ranking and Total News. Figure 6 shows a difference between rural and urban collages, with suburban in the middle. The test results for CS Score from Table 2 indicate a significant positive relationship between CS Score and Total News.

The benefits are obvious and apply to industries such as healthcare and education. The primary benefits of AI include better efficiency, personalized experiences, and inventive solutions. As AI technology advances, its applications are expected to expand dramatically. The following table is a brief summary of each of the major education benefits offered to service members, veterans and, in some cases, their families, including the fiscal 2025 payment rates effective Oct. 1, 2024, to Sept. 30, 2025.

Military service offers a tremendous array of education benefits that can be used while you are on active duty or after you leave the service. A good education is essential to your career both in uniform and out, so take advantage of the education benefits you’ve earned. As organisations embrace this new era, the report’s findings offer a roadmap for integrating AI while prioritizing ethical standards and fostering human creativity. Attendees left with a renewed commitment to leverage AI’s transformative potential and tackle challenges related to skills shortages and ethical concerns. Research by Akgun et al. (2023) [9] addresses the ethical implications of AI in educational contexts. This study provides a framework for understanding the potential biases in AI models and emphasizes the need in their deployment.

To navigate this transformation, journals and conference venues should establish clear guidelines and put in place systems to enforce them. At the very least, journals should ask reviewers to transparently disclose whether and how they use LLMs during the review process. ChatGPT App We also need innovative, interactive peer-review platforms adapted to the age of AI that can automatically constrain the use of LLMs to a limited set of tasks. In parallel, we need much more research on how AI can responsibly assist with certain peer-review tasks.

Establishing community norms and resources will help to ensure that LLMs benefit reviewers, editors and authors without compromising the integrity of the scientific process. Given those caveats, thoughtful design and guard rails are required when deploying LLMs. For reviewers, an AI chatbot assistant could provide feedback on how to make vague suggestions more actionable for authors before the peer review is submitted. You can foun additiona information about ai customer service and artificial intelligence and NLP. It could also highlight sections of the paper, potentially missed by the reviewer, that already address questions raised in the review. Fortunately, AI systems can help to solve the problem that they have created.

There are also ethical concerns, with 20% of respondents mentioning algorithmic bias and 22% expressing worries about data privacy. These issues show the need for responsible AI governance, prompting 38.3% of organisations to adopt ethical AI guidelines to ensure transparency. The Midwest’s low variability is likely due to geographically dispersed universities accessing local media and resources more effectively. Notably, major metropolitan areas generally have higher news coverage, but variability persists within regions, particularly in the Northeast.

For that, LLM use must be restricted to specific tasks — to correct language and grammar, answer simple manuscript-related questions and identify relevant information, for instance. However, if used irresponsibly, LLMs risk undermining the integrity of the scientific process. It is therefore crucial and urgent that the scientific community establishes norms about how to use these models responsibly in the academic peer-review process.

The authors also included whether schools were public or private and if they were rural, urban or suburban. For example, while the Northeast overall has high coverage, some schools with lower coverage are scattered throughout the region. This is consistent with the larger variability in total ChatGPT news in the Northeast as seen in Figure 5.

Higher concentrations of top-scoring universities are seen in the metropolitan areas of the Northeast corridor, West Coast, and parts of the Midwest and South. ChatGPT and other AI-assisted chatbots (computer programs that simulate human conversation with an end user) like it represent a major recent technological leap. Widely regarded as a historical breakthrough in AI, ChatGPT has seized the attention of both the public and academic communities. Like other fields, studies, discussions, research, articles, and even policies about this technology have exploded at colleges and universities across the country since the chatbot’s launch on Nov 30, 2022. A wide range of technology solutions are now available to support a variety of needs for this segment of the workforce, such as apps that help with access to child care, credit services and training programs, including for learning English.

• The percentage of K-12 students using ChatGPT has increased 26 percent since last year.
• For universities with multiple branches, the authors used various search terms, such as “University of Texas San Antonio”, “University of Texas at San Antonio”, and “UT San Antonio”, adding them together to capture all relevant news.
• OpenReview is now being used by several major computer-science conferences and journals.
• Figure 6 shows a difference between rural and urban collages, with suburban in the middle.
• For decades, Sejnowski has focused on applying findings from brain science to building computer models, working closely at times with the two researchers who just won the Nobel Prize this year for their work on AI, John Hopfield and Geoffrey Hinton.

First, it is essential to recognize that the current generation of LLMs cannot replace expert human reviewers. Despite their capabilities, LLMs cannot exhibit in-depth scientific reasoning. They also sometimes generate nonsensical responses, known as hallucinations. A common complaint from researchers who were given LLM-written reviews of their manuscripts was that the feedback lacked technical depth, particularly in terms of methodological critique (W. Liang et al. NEJM AI 1, AIoa ; 2024). As per the statistics of HolonIQ, the global AI education market is estimated to reach $6 billion by 2025. Intelligent teaching systems and human editors assist pupils in identifying their strengths and shortcomings.

There are also specialized loan repayment programs for health professional officers. Several factors determine your eligibility, including your branch, your MOS, and terms of your contract. The plot of Residuals vs. Fitted Values (Figure 2) above, shows no obvious pattern, indicating that the residuals have constant variance and that the relationship between the independent variables and Total News is reasonably linear. In addition, the Histogram of Residuals shows that the residuals are approximately normally distributed; therefore, the assumptions of homoscedasticity, linearity, and normality required for linear regression seem to be reasonably met.

According to Table 3 below, all Slope p-values are less than or equal to 0.05, which indicates that the corresponding slope coefficients are significant. From the plots and regressions by region, the authors notice that there is a positive correlation between CS Score and Total News across all regions. Universities with higher CS Scores tend to have higher numbers of ChatGPT-related news. To account for alternate university names and avoid duplicate results, the authors conducted searches using all known names.

For instance, the Georgia Institute of Technology, also known as Georgia Tech, yielded 35 and 40 news items respectively, with 11 duplicates subsequently identified and removed. Similarly, the University of South Carolina, alternatively known as South Carolina University, and the California Institute of Technology, also known as Caltech. A search for Dartmouth College returned 35 news items, while Dartmouth University showed an additional five articles. For universities with multiple branches, the authors used various search terms, such as “University of Texas San Antonio”, “University of Texas at San Antonio”, and “UT San Antonio”, adding them together to capture all relevant news.

The event provided actionable insights for businesses, stressing the importance of continuous learning, ethical governance, and mentorship initiatives”. Therefore, the region is not a significant predictor of Total News even when considering CS Score. We can see the pattern from Figure 2 below, of total News versus CS score with region information.

This research investigates how the strength of Computer Science (CS) programs and the geographic location of universities in the U.S. affect the number of news articles that mention ChatGPT alongside the institution. Analyzing Google News data from 2023 for 113 universities, it was found that universities with stronger CS programs tend to appear in more ChatGPT-related news. Although geographic region was also studied, its impact was less significant. Statistical analysis confirmed that the strength of the CS program is a key predictor, while location has a smaller effect. On the other hand, the Midwest has the weakest relationship, showing the most variability with a lower R-squared value of 0.33. This indicates that factors other than CS Score might more strongly influence Total News in this region.

Read some surprising facts about the cost of education and applying for federal student aid. College tuition can be very expensive, but that shouldn’t stop you from attending. With college costs continuing to rise, you probably haven’t saved enough to foot the bill for a higher education.

Next, the authors used a heat map to visually detail the distribution of universities throughout the country and their corresponding number of ChatGPT news articles. When some universities are too close to be distinguished on the map, the average total news from these universities is calculated. Scimeca et al. (2023) [7] investigate AI’s impact on education, noting that while AI can support learning with instant feedback and personalized assistance, it raises concerns about plagiarism and academic integrity. They advocate for robust AI literacy programs to help students use AI ethically. Fabella (2023) [6] explores first-year college students’ attitudes towards ChatGPT, highlighting mixed sentiments. Students recognize the tool’s potential to enhance productivity and learning but express concerns about its misuse, ethical implications, and accuracy.

This led to the launch of what eventually became Zeta Driving School, a program training CDL drivers in Kansas and Missouri. Before working on the aforementioned technical solutions for Bonvoy and Citizen Trucking, Kleyman also launched an education arm of his company to train motivated individuals for work as commercial drivers. With labor supply dwindling and salaries rising, his company decided to look at creative ways to bring new people into the field. „We look at language as a big barrier,” Sabari Raja, managing partner at JFFVentures, a venture fund that is strategically aligned with Jobs for the Future, a nonprofit focused on national workforce development, told Newsweek. Kleyman shared that the cost was around the same as the Bonvoy app, and for Citizen Trucking it reduced safety incidents by around one-third and delivery times decreased by 18 percent. She’s worked with students around the state to implement AI into their curriculum.

He said he estimates the value of the decreased delivery times and safety incidents to be „a few million.” „Disney spends $20 million or more annually on internal development to keep various parks, cruise ChatGPT lines and other hourly workers in the company.” Younger kids have been increasingly exposed to screens and social media for longer hours at a time, which can lead to less sleep and behavioral problems.