AI Research
Guidehouse Research Explores How AMI and AI Tools Create Advanced Residential Electricity Rate Designs
Combination of smart meter data and AI-enabled software can help facilitate the design of new, complex rate structures
BOULDER, Colo., July 22, 2025 /PRNewswire/ — A new report from Guidehouse Research explores how utility companies can leverage new technologies such as advanced metering infrastructure (AMI) and artificial intelligence (AI).
The structure for residential electricity rates has not changed in generations though other aspects of the energy market have evolved profoundly. People can store and generate power, and expect to sell their surplus to the local grid—though they do not always appreciate how their choices affect grid stability. At the same time, regulators are confronting social issues through a variety of rate plan programs. According to a new report from Guidehouse Research, wireless technology has become ubiquitous, with smart meters and consumers with smartphones monitoring power use. However, despite rate plan revolutions, the only innovation that has gained traction is time-of-use rates.
“In recent years, computing capacity and AI increased their ability to discern usage patterns accurately,” says Pritil Gunjan, director with Guidehouse Research. “While some of these involve refinements of existing popular programs and structure, others are new ideas that may surprise some stakeholders. The report’s intent is to challenge established billing methods and look at novel and potentially revolutionary options.”
According to the report, Guidehouse Research recommends that utility companies:
- Leverage disaggregated energy usage data for customer segmentation and tailored development of complex rate structures.
- Create new complex rate frameworks that address a broad variety of customer types (e.g., low to-moderate income, EV owners, and so forth).
- Leverage AI-based software to educate and inform customers about new rate plans and associated benefit streams.
The report, Using AMI and AI Tools to Create Advanced Residential Electricity Rate Designs, looks at how new technologies can lead to better outcomes through lower prices, new services that ensure fairer allocation of costs, higher resiliency, better service for vulnerable populations, improved revenue collections, and access to new revenue sources. An executive summary of the report is available for free download on the Guidehouse Research website.
About Guidehouse Research
Guidehouse Research, the dedicated market intelligence arm of Guidehouse, provides research, data, and benchmarking services for today’s rapidly changing and highly regulated industries. Our insights are built on in-depth analysis of global clean technology markets. The team’s research methodology combines supply-side industry analysis, end-user primary research, and demand assessment, paired with a deep examination of technology trends, to provide a comprehensive view of emerging resilient infrastructure systems. Additional information about Guidehouse Research can be found at guidehouseresearch.com.
About Guidehouse
Guidehouse is a global advisory, technology, and managed services firm delivering value to commercial businesses and federal, state, and local governments. Purpose-built to serve industries focused on communities, energy, infrastructure, healthcare, financial services, defense, and national security, Guidehouse positions clients for AI- and data-led innovation, efficiency, and resilience. With a relentless pursuit of client success and high-quality standards, more than 18,000 colleagues collaborate across the firm to outwit complexity and achieve transformational impact, shaping the future by inspiring meaning in mission. guidehouse.com
* The information contained in this press release concerning the report, Using AMI and AI Tools to Create Advanced Residential Electricity Rate Designs, is a summary and reflects the current expectations of Guidehouse Research based on market data and trend analysis. Market predictions and expectations are inherently uncertain and actual results may differ materially from those contained in this press release or the report. Please refer to the full report for a complete understanding of the assumptions underlying the report’s conclusions and the methodologies used to create the report. Neither Guidehouse Research nor Guidehouse undertakes any obligation to update any of the information contained in this press release or the report.
For more information, contact:
Cecile Fradkin for Guidehouse Research
+1.646.941.9139
[email protected]
SOURCE Guidehouse Research
AI Research
School Cheating: Research Shows AI Has Not Increased Its Scale

Changes in Learning: Cheating and Artificial Intelligence
When reading the news, one gets the impression that all students use artificial intelligence to cheat in their studies. Headlines in newspapers such as The Wall Street Journal or the New York Times often mention ‘cheating’ and ‘AI’. Many stories, similar to a publication in New York Magazine, describe students who openly testify about using generative AI to complete assignments.
With the rise of such headlines, it seems that education is under threat: traditional exams, readings, and essays are filled with cheating through AI. In the worst cases, students use tools like ChatGPT to write complete works.
This seems frustrating, but such a thought is only part of the story.
Cheating has always existed. As an educational researcher studying cheating with AI, I can assert that preliminary data indicate that AI has changed the methods of cheating, but not its volumes.
Our early data suggest that AI has changed the method, but not necessarily the scale of cheating that was already taking place.
This does not mean that cheating using AI is not a serious problem. Important questions are raised: Will cheating increase in the future due to AI? Is the use of AI in education cheating? How should parents and schools respond to prepare children for a life that is significantly different from our experience?
The Pervasiveness of Cheating
Cheating has existed for a very long Time — probably since the creation of educational institutions. In the 1990s and 2000s, Don McCabe, a business school professor at Rutgers University, recorded high levels of cheating among students. One of his studies showed that up to 96% of business students admitted to engaging in ‘cheating behavior’.
McCabe used anonymous surveys where students had to indicate how often they engaged in cheating. This allowed for high cheating rates, which varied from 61.3% to 82.7% before the pandemic.
Cheating in the AI Era
Has cheating using AI increased? Analyzing data from over 1900 students from three schools before and after the introduction of ChatGPT, we found no significant changes in cheating behavior. In particular, 11% of students used AI to write their papers.
Our diligent work showed that AI is becoming a popular tool for cheating, but many questions remain to be explored. For example, in 2024 and 2025, we studied the behavior of another 28000-39000 students, where 15% admitted to using AI to create their work.
Challenges of Using AI
Students are accustomed to using AI but understand that there are boundaries between acceptable and unacceptable use. Reports indicate that many use AI to avoid doing homework or to gain ideas for creative work.
Students feel that their teachers use AI, and many consider it unfair when they are punished for using AI in education.
What Will AI Use Mean for Schools?
The modern education system was not designed with generative AI in mind. Traditionally, educational tasks are seen as the result of intensive work, but now this work is increasingly blurred.
It is important to understand what the main reasons for cheating are, how it relates to stress, time management, and the curriculum. Protecting students from cheating is important, but ways of teaching and the use of AI in classrooms also need to be rethought.
Four Future Questions
AI has not caused cheating in educational institutions but has only opened new possibilities. Here are questions worth considering:
- Why do students resort to cheating? The stress of studying may lead them to seek easier solutions.
- Do teachers adhere to their rules? Hypocrisy in demands on students can shape false perceptions of AI use in education.
- Are the rules concerning AI clearly stated? Determining the acceptability of AI use in education may be vague.
- What is important for students to know in a future rich in AI? Educational methods must be timely adapted to the new reality.
The future of education in the age of AI requires an open dialogue between teachers and students. This will allow for the development of new skills and knowledge necessary for successful learning.
AI Research
Artificial intelligence helps break barriers for Hispanic homeownership | National News

We recognize you are attempting to access this website from a country belonging to the European Economic Area (EEA) including the EU which
enforces the General Data Protection Regulation (GDPR) and therefore access cannot be granted at this time.
For any issues, call (641) 684-4611.
AI Research
Billionaire Ken Griffin Is Loading Up on These 2 Artificial Intelligence (AI) Stocks That Have Increased 88,780% or More

These longtime market leaders still have something left in the tank.
Billionaire Ken Griffin, CEO of hedge fund Citadel Advisors, was busy during the second quarter. He and his team went shopping and substantially increased the firm’s stake in some stocks, while also buying new ones.
Some of the biggest names on Wall Street, including Microsoft (MSFT -0.02%) and Apple (AAPL 3.62%), were among the companies whose shares Griffin bought during the period.
These are two of the largest companies in the world by market cap that have generated life-changing returns over the long run. Both have also made moves in the fast-growing artificial intelligence (AI) market. But are these tech leaders still attractive to long-term investors with market caps above $3 trillion?
Let’s find out.
MSFT Total Return Level data by YCharts
1. Microsoft
During the second quarter, Citadel Advisors bought 1.87 million shares of Microsoft, increasing its stake in the company by 1,635.75%.
Griffin and his team aren’t the only ones who have been loading up on the tech leader. There is a reason why Microsoft has crushed broader equities this year and is up 32% since January. Microsoft’s financial results back that up. The company’s revenue and earnings have been growing at a good clip.
In the fourth quarter of its fiscal year 2025, ended on June 30, Microsoft’s revenue jumped by 18% year over year to $76.4 billion. Operating income grew even faster, reaching $34.3 billion, a 23% increase compared to the year-ago period. Net income climbed 24% year over year to $27.2 billion. In other words, Microsoft is capitalizing on growth opportunities while keeping costs under control.
Image source: Getty Images.
The tech giant’s most important business is currently its cloud unit, a segment that also offers a host of AI-related services and is growing sales faster than the rest of its business. Microsoft is gaining ground on Amazon, the leader in cloud computing. Although Amazon was first to market, Microsoft has been offering its Office 365 productivity tools (and other services) to businesses for a long time. It’s hardly a leap for these same companies to opt for a provider they already know and trust for their cloud needs.
And the best news is that this is still the early innings of cloud adoption, and for that matter, the AI revolution. As Andy Jassy, Amazon’s CEO, said, “85% of the global IT spend is still on-premises.”
Despite its massive size, Microsoft is poised for excellent long-term opportunities in cloud computing and AI. Add that to the company’s moat from switching costs, its excellent dividend program, and significant cash flow, and Microsoft looks like a no-brainer stock to buy right now.
2. Apple
Citadel Advisors’ stake in Apple increased by a whopping 10,715.95% during the second quarter. That seems like an odd move at first glance.
Apple has faced significant challenges this year, particularly the threat of tariffs. The company manufactures its products abroad, especially in China. With the Trump administration seeking to impose heavy tariffs on imported goods, the market has been concerned about what this will mean for Apple’s business.
Apple recently announced that it would increase its domestic investment in manufacturing to $600 billion over the next decade, in an attempt to appease the current administration and avoid tariffs.
However, Apple has other issues beyond that. The company’s Apple Intelligence — a suite of AI features and services it has released for its latest devices — has failed to impress consumers and investors. So, the iPhone maker is behind in this promising industry.
It’s due to all these factors (and others) that Apple’s shares have declined by 5% this year. However, Griffin and his team clearly saw this as an opportunity to load up on the company’s shares.
In my view, although Apple may struggle for the next few years, the stock remains a solid long-term option. For one, the company’s business is still highly profitable. Apple’s revenue in the third quarter of its fiscal year 2025, ended June 28, increased by 10% year over year to $94 billion. The company’s earnings per share came in at $1.57, representing a 12% increase compared to the year-ago period.
Notably, Apple generates a substantial amount of cash. The company’s trailing-12-month free cash flow may be down 11.6% year over year, but it remains a considerable $96.2 billion.
AAPL Free Cash Flow data by YCharts
Apple can invest a substantial amount of money in R&D efforts that will ultimately yield results, including advancements in AI. The company has been late to market several times, only to create an innovative version of an already existing product and find massive success. That’s what it did with the iPhone and several products after that, including its AirPods. The difference is that Apple now has a more valuable brand name than it did then.
Apple has an army of loyal customers, an installed base of billions of devices, and a services segment with more than 1 billion paid subscriptions. Even a single highly successful device can have a significant impact on the company’s results.
Lastly, Apple could find ways to fend off the tariff threat. CEO Tim Cook did so during President Donald Trump’s first term. And there is no guarantee that Trump’s aggressive trade plans will survive his administration.
For all these reasons, the stock remains attractive, particularly for investors willing to hold it over the long term.
-
Business6 days ago
The Guardian view on Trump and the Fed: independence is no substitute for accountability | Editorial
-
Tools & Platforms3 weeks ago
Building Trust in Military AI Starts with Opening the Black Box – War on the Rocks
-
Ethics & Policy1 month ago
SDAIA Supports Saudi Arabia’s Leadership in Shaping Global AI Ethics, Policy, and Research – وكالة الأنباء السعودية
-
Events & Conferences4 months ago
Journey to 1000 models: Scaling Instagram’s recommendation system
-
Jobs & Careers2 months ago
Mumbai-based Perplexity Alternative Has 60k+ Users Without Funding
-
Education2 months ago
VEX Robotics launches AI-powered classroom robotics system
-
Funding & Business2 months ago
Kayak and Expedia race to build AI travel agents that turn social posts into itineraries
-
Podcasts & Talks2 months ago
Happy 4th of July! 🎆 Made with Veo 3 in Gemini
-
Podcasts & Talks2 months ago
OpenAI 🤝 @teamganassi
-
Education2 months ago
AERDF highlights the latest PreK-12 discoveries and inventions