Category Archives: Ai

Rapidly Growing Radiology AI Company, Rad AI, Strikes Partnership With Google Cloud – Forbes

A radiologist dictates clinical notes.

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One of the most rapidly growing startups at the intersections of technology, artificial intelligence and radiology, Rad AI, announced today that it will be partnering with Google Cloud in scaling its efforts to improve clinical radiologists workflows and mitigate burnout. The company has numerous offerings and is perhaps most well-known for its Reporting and Omni Impressions platforms, both of which have been developed as a means to augment clinician productivity. For example, Rad AI Omni Impressions automatically generates report impressions once the raw findings have been dictated by the radiologist. The key differentiator of this technology is that the platform continuously learns from each user and generates a personalized output that is in the stylistic tone and literary voice of each individual radiologist.

The companys partnership with Google Cloud will provide an opportunity to scale its technology by leveraging Googles platform, MedLM foundation models and its cloud services. MedLM, a family of foundation models fine-tuned for healthcare applications, will especially help unlock a significant amount of potential for the company by increasing the accuracy of reports, improving stylistic customizations and contributing to workflow optimization.

Though Rad AI is relatively young, it has seen significant investment and interest; its Series A funding round alone involved nearly $25 million, and the company is now working with nearly 30% of the radiology services market in the United States.

Rad AI Reporting tool.

Provided by and used with permission from Rad AI.

Doktor Gurson, Co-founder and CEO of Rad AI, enthusiastically explains that the company has been built by radiologists for radiologists with a few ambitious goals: reduce radiologist burnout, improve clinical workflows and ultimately, make a positive impact on clinical care delivery. He also explains that the partnership with Google Cloud is an important step forward for the company in its growth journey: Rad AI brings the domain expertise in radiology, and Google Clouds MedLM now gives us the opportunity to level up and push further.

Aashima Gupta, Global Director, Healthcare Strategy and Solutions at Google Cloud, explains that there is significant opportunity in the field of radiology to leverage artificial intelligence technology and generate content for the purposes of ultimately improving the care delivery process: as the amount of medical imaging grows, we can equip radiologists with more robust platforms and technologies to make their workflows more efficient and accurate.

Gupta alludes to an important aspect about the field of radiology; a key study in the European Journal of Radiology found that there has been a significant overall increase in the use of radiological imaging and corresponding workload for radiologists over the past 16 years. Another study published in Academic Radiology took a deep dive into causative factors for burnout in radiologists and found numerous systemic and workflow factors leading to increasing levels of attrition.

But the healthcare ecosystem cannot afford to lose radiologists due to burnout, given just how essential this function is for patient care. This is why companies are heavily investing with an unprecedented focus on radiology, hoping to leverage the latest in artificial intelligence technology. Notably, scientists and leaders are approaching this phenomenon cautiously: extensive studies are being conducted and funded to measure the efficacy of AI in radiology and its levels of accuracy. Regarding this factor, Gurson emphasizes that even with technologies such as Rad AI, it will ultimately be important for a human radiologist to review the outputs and provide the final sign-off, keeping the human in the loop.

Nevertheless, these are just early days for the intersection of artificial intelligence and radiology. Undoubtedly, the scale and speed at which this technology is growing indicates that there is still a lot of work to be done; however, if executed correctly, there is significant promise to potentially create positive impact.

I am a physician, healthcare strategy executive, speaker, and writer, focusing on the intersections of healthcare, digital innovation, and policy. I completed an M.D./ J.D. dual-degree with distinguished honors. I focus my scholarship and work on how systemic changes to healthcare affect the realities of actual patient care and societal health outcomes. Specifically, I draw upon my clinical training, legal education, and background in strategy to analyze the operational, business, and political frameworks that impact clinical medicine, innovation in healthcare, and health policy. I am an avid reader of non-fiction books, and enjoy writing, public speaking, and biking in my free time.

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Rapidly Growing Radiology AI Company, Rad AI, Strikes Partnership With Google Cloud - Forbes

Verizon CEO on the impact of generative AI on wireless networks – Yahoo Finance

Generative AI is one of the key topics at the 2024 World Economic Forum Annual Meeting in Davos, Switzerland, with companies and brands from all over the world sharing innovations and thoughts of the future of the technology. The popularity of generative AI will impact companies like Verizon Communications (VZ), which controls the wireless networks which will transmit so much of this data.

Verizon Chairman and CEO Hans Vestberg joins Yahoo Finance's Brian Sozzi and Julie Hyman to discuss how Verizon will implement generative AI into its business, take measures to solidify customer retention, and more.

It's all part of Yahoo Finance's exclusive coverage from the World Economic Forum in Davos, Switzerland, where our team will speak to top decision-makers as well as preeminent leaders in business, finance, and politics about the worlds most pressing issues and priorities for the coming year.Watch this full episode of Yahoo Finance Live here.

Editor's note: This article was written by Nicholas Jacobino

[MUSIC PLAYING]

JULIE HYMAN: Welcome back to "Yahoo Finance" and our coverage from the World Economic Forum in Davos. I'm Julie Hyman, this is Brian Sozzi. And a lot of the conversations we've been having both on and off camera have been centered around AI, governance of AI, all the cool stuff AI can do. I even talked to a couple of folks off camera who said that they have a new AI-powered device, a generative AI-powered device called the Rabbit, which brings up the new sort of iPhone of AI race, if you will.

Well, let's talk to somebody about all of this. Chairman and CEO of Verizon, Hans Vestberg, is joining us now. Thank you so much for being here, Hans.

HANS VESTBERG: Thank you for having me. Good to be here. Great to be here.

JULIE HYMAN: So, when I think about AI-powered devices, obviously they need to run on something.

HANS VESTBERG: Absolutely.

JULIE HYMAN: So that makes me think of Verizon. So how are you thinking about what comes next and how Verizon plays in it?

Story continues

HANS VESTBERG: So when it comes to AI, I mean, especially the generative AI and things like that, I think at the edge of the network is going to be very important to have AI to take quick decisions, very close to the end user, the customer, or the enterprise. And of course, that's how we build our network.

We built our network with an enormously strong resilience from the data center to the edge of the network. So I think that as you're going to see over time, the network will be very important. I mean, all the power you need for it, of course, to do all the generation of it, but also to transport all the data. And that's how we build the network.

So very clearly, we think that generative AI will be important for our business. Then, of course, we use AI already today in our company. And think that's going to continue to be an important tool for us.

BRIAN SOZZI: As this AI permeates the United States, does that change how much you invest each year in terms of CapEx?

HANS VESTBERG: No, no, not directly, but of course, over time, the smarter you become to know where you're going to deploy your capital-- now we talk about network capital, how you build your network. I mean, in 2023, we have the guidance between $18 billion and 1/4 to $19 billion and 1/4. So we invest quite heavily, a capital intensive business.

So if we would know a little bit better where we have the holes we need to put in capacity into quicker, that will be helpful from AI. Ultimately, I have a person doing it, but learning where do I have the challenges, where do I have problems, that's very important. So definitely, it can make us much more efficient.

JULIE HYMAN: When you look at your business-- I assume you guys are sort of device agnostic for end users on wireless devices. But I know you guys are trying to minimize churn at this point, you're trying to keep your wireless subscribers. Talk to us-- I know you can't give us a lot of near-term discussion, but give us some big picture around strategy.

HANS VESTBERG: No, because I'm going to report my fourth quarter next week.

JULIE HYMAN: I know, I know

HANS VESTBERG: So I will try to refrain from that. No, I think you come to a market-- if we talk wireless consumer, almost everyone in this country has a mobile phone. So it's much about retention of the customers, continue to give them great services, and building new services. I mean, we have not only the greatest network, we also built a lot of new services, especially with the content providers we have.

Right now, in the market, we have a combination of Netflix and Max. Nobody else can do that. And ultimately, to give the right services and the right type of products.

And we also launched-- my plan in May, where it's basically you customize your own plan. This is the type of network I want. This is the type of perks-- we call it perks. What type I want Disney Plus, I want that. And you can put it together, and that becomes a more attractive offering. So that's how we need to think about it.

Then, of course, it's also new customers that you want to attract. But as a smaller piece today, it's much more important to see that you have the right offering for the existing customers.

BRIAN SOZZI: The more tech CEOs that I talk to, I get the sense that I'm going to need a new phone very quickly. Do you see a major iPhone, Samsung upgrade cycle in the next couple of years because of this AI?

HANS VESTBERG: We have seen, of course, a little bit of a slowdown on customers getting new phones. So they keep the phones longer, because they're getting better and better. Of course, that's part of it. And the networks, of course, even better.

So but of course, every new innovation attracts new players in the market and new devices. And I think the last time, they were really hyped was, of course, when the first 5G phone came in 2019, '20, and '21. Let's see if AI have the same attraction.

You're going to need to see, first of all, that it gives some new application services for the consumer, especially if they're going to attract them. So we are eager to see-- I probably know more than I can say, but it's going to be exciting to see what type of phones will come out in the next couple of years.

JULIE HYMAN: Well, you're kind of on a related note, I mean, we heard one of your European competitors, Vodafone, coming out with a new partnership with Microsoft today that has to do with AI. Can we expect some things like that from Verizon?

HANS VESTBERG: I think we're already working with these type of things. And I think that both-- because what you need to think about when you deliver a service to customers, you need a network to be configured right, you need a devices and the modems that is making the connections right, and you need the applications.

We are long term. We work with our partners all the time to see that we have the best performance and the best innovative service on top of it. So you can not only expect, we're already working with all these players in order to see that customers get the best of us. And there's many different partners you need to work with because we are agnostic for different type of operating system and devices.

BRIAN SOZZI: We've talked to a lot of leaders so far in the two days we've been here. And especially, after the Iowa caucus results, there's now this new level of caution after these results. Of course, President Trump winning that Iowa caucus. Are you preparing for consumer weakening in the back half of the year as we get up to the election?

HANS VESTBERG: I mean, the last couple of years, basically we're preparing for a weakness. I think companies like ours are always prepared for different scenarios in the market. That's our job.

We haven't seen so much until the third quarter. At least, I can't say anything more. The consumer spend has been good. More important, I think, that our service, mobility and broadband, is so important in today's society in order for you to be part of our society. If it's during the education, work from home, or maybe even health care or other societal things are important.

So our industry has been growing in importance for the consumer and for enterprises. And I think that's part of it as well. But let us see, we are preparing for any outcome. But until the third quarter, which I reported last time, we didn't see much of it nor in customers payment readiness and things like that. So, but let's see next week, because next week, I'm going to have an earnings call.

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Verizon CEO on the impact of generative AI on wireless networks - Yahoo Finance

AMDs stock soars, narrowing in on record close as AI optimism swells – MarketWatch

Published: Jan. 16, 2024 at 1:41 p.m. ET

Advanced Micro Devices Inc.s stock is closing in on its record closing high amid a sharp Tuesday surge that reflects growing optimism for the companys opportunities in artificial intelligence.

The stock AMD is up more than 7% in midday action to a recent $157.67. That puts it less than 3% away from its all-time closing high of $161.91 achieved Nov. 29, 2021.

AMDs...

Advanced Micro Devices Inc.s stock is closing in on its record closing high amid a sharp Tuesday surge that reflects growing optimism for the companys opportunities in artificial intelligence.

The stock AMD is up more than 7% in midday action to a recent $157.67. That puts it less than 3% away from its all-time closing high of $161.91 achieved Nov. 29, 2021.

AMDs Tuesday stock rally comes amid a broader gains for chip stocks, with the PHLX Semiconductor Index SOX up 1% despite a slightly negative day so far for the Nasdaq Composite Index. Shares of Nvidia Corp. NVDA are up 2.8%, while shares of Micron Technology Inc. MU are up 2.3%.

Opinion:How Nvidia and AI changed the landscape of the chip industry, as rivals must now play catch-up

KeyBanc Capital Markets analyst John Vinh recently chimed in with upbeat commentary on AMDs server business, dramatically boosting his expectations for the companys MI300X accelerator for AI applications.

We are seeing a pretty significant increase in demand for AMDs MI300X suggesting that the software performance issues late last year have largely been resolved, he wrote in a Tuesday note to clients.

Vinh thinks that Microsoft Corp. MSFT will ramp its use of the MI300X graphics processing unit in the first quarter, while other customers such as Meta Platforms Inc. META and Oracle Corp. ORCL

Currently, we believe theres demand for [500,000] MI300X GPUs, which would represent ~$8B in data center GPU revenues in 2024, which is significantly higher than our prior expectations of $3B-$4B, he wrote. Additionally, supply chain partners indicate that AMD has increased its CoWoS [Chip-on-Wafer-on-Substrate packaging] capacity and has the ability to support further upside if additional demand materializes.

See also: If Nvidia looked more like Salesforce, it might unlock billions more in cash, analyst says

Vinh sees 24% upside for AMD shares, having raised his price target to $195 from $170.

Elsewhere in the chip sector, Taiwan Semiconductor Manufacturing Co. Ltd. shares

While this years Taiwan election has been closely watched by global financial markets amid elevated geopolitical concerns, the outcome for [Democratic Progressive Partys] victory is in line with general expectations, JPMorgan analyst Grace Ng wrote in a note to clients.

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AMDs stock soars, narrowing in on record close as AI optimism swells - MarketWatch

OpenAI’s Sam Altman says human-level AI is coming but will change world much less than we think – CNBC

Altman was specifically referencing artificial general intelligence, or AGI, a term used to refer to a form of AI that can complete tasks to the same level, or a step above, humans.

He said AGI could be developed in the "reasonably close-ish future."

Altman, whose company burst into the mainstream after the public launch of the ChatGPT chatbot in late 2022, has tried to temper concerns from AI skeptics about the degree to which the technology will take over society.

Before the introduction of OpenAI's GPT-4 model in March, Altman warned technologists not to get overexcited by its potential, saying that people would likely be "disappointed" with it.

"People are begging to be disappointed and they will be," Altman said during a January interview with StrictlyVC. "We don't have an actual [artificial general intelligence] and that's sort of what's expected of us."

Founded in 2015, OpenAI's stated mission is to achieve AGI. The company, which is backed by Microsoft and has a private market valuation approaching $100 billion, says it wants to design the technology safely.

Following Donald Trump's victory in the Iowa Republican caucus on Monday, Altman was asked whether AI might exacerbate economic inequalities and lead to dislocation of the working class as the presidential elections pick up steam.

"Yes, for sure, I think that's something to think about," Altman said. But he later said, "This is much more of a tool than I expected."

Altman said AI isn't yet replacing jobs at the scale that many economists fear, and added that the technology is already getting to a place where it's becoming an "incredible tool for productivity."

Concerns about AI safety and OpenAI's role in protecting it were at the center of Altman's brief ouster from the company in November after the board said it had lost confidence in its leader. Altman was swiftly reinstated as CEO after a broad backlash from OpenAI employees and investors. Upon his return, Microsoft gained a nonvoting board observer seat at OpenAI.

WATCH: OpenAI, Microsoft and NYT will likely reach a settlement

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OpenAI's Sam Altman says human-level AI is coming but will change world much less than we think - CNBC

Vodafone, Microsoft sign 10-year partnership covering AI, IoT and more – FierceWireless

Vodafone and Microsoft hit the headlines on Tuesday with the announcement that they have signed a 10-year strategic partnership that will focus on business development in areas including generative artificial intelligence (GenAI), IoT services and mobile payments.

The U.K.-based operator said it will invest $1.5 billion over the next ten years in cloud and customer-focused AI services developed in conjunction with Microsoft. Notably, Vodafone aims to replace its physical data centers with virtual ones operated by Microsofts Azure cloud platform.

Vodafone also hopes to be able to use the deal to scale its African fintech platform, M-Pesa, which is operated by the groups African operators Vodacom and Safaricom.

In turn, Microsoft will use Vodafones fixed and mobile connectivity services. In addition, the U.S.-based software and cloud services giant intends to invest in Vodafones managed IoT connectivity platform, which the operator said will become a separate, standalone business by April 2024.

The move forms part of Vodafone chief executive Margherita Della Valles efforts to return the group to profit growth. For instance, during Vodafones results presentation last May for the year to March 31, 2023, Della Valle identified an opportunity to help enterprises adopt digital strategies, noting that the addressable market was worth 140 billion ($152 billion).

Vodafone said it is aiming to support 300 million businesses and consumers across its European and African markets through the collaboration.

According to a statement from Della Valle, Vodafone has made a bold commitment to the digital future of Europe and Africa. This unique strategic partnership with Microsoft will accelerate the digital transformation of our business customers, particularly small and medium-sized companies, and step up the quality of customer experience for consumers.

In summary, the two partners aim to collaborate in five key areas, with the first identified as GenAI. Here, Vodafone plans to use OpenAI to improve customer support services provided by its digital assistant TOBi. In addition, Vodafone employees will have access to Microsoft Copilot, the GenAI-based tool designed to help people with creating documents, reading and summarizing emails, crafting presentations, and more.

RELATED:Lumen tests Microsoft generative AI tool to boost customer service

In terms of IoT, as noted above, Microsoft intends to invest in Vodafones IoT managed connectivity platform when it becomes a standalone venture. The operator said the platform connects 175 million devices and platforms worldwide. Vodafone also plans to become part of the Azure ecosystem, making the IoT platform available to a vast developer and third-party community using open APIs.

With regard to M-Pesa, Microsoft intends to help further scale the platform by housing it on Azure and enabling the launch of new cloud-native applications. The companies are also launching what they called a purpose-led program that aims to enhance digital literacyand youth training and outreach programs, as well as offer digital services to the underserved SME market.

A further focus area is the enterprise market, and here Vodafone said it will extend its commitment to distributing Microsoft services, including Microsoft Azure, security solutions and Microsoft Teams Phone Mobile.

Finally, the replacement of data centers by Microsoft Azure will enable the operator to improve its responsiveness to customers, while simplifying and reducing the operational costs of its IT estate, as well as reducing energy requirements.

Worth noting here is that the U.K. Competition and Markets Authority (CMA) is currently investigating the public cloud infrastructure services market following a referral from Ofcom, the telecomregulator. Ofcom has estimated that the market for cloud services in the U.K. was worth up to 7.5 billion ($9.5 billion) in 2022.

Ofcoms concerns relate to features that make it difficult for customers to switch and use multiple cloud suppliers. However, it also cited concerns about the software licensing practices of some cloud providers, in particular Microsoft.

Meanwhile, Vodafone is also in the process of trying to turn around its struggling European businesses in Germany, Italy, Spain and the United Kingdom.

For example, Vodafone Germany has required a re-engineering of its commercial model while Vodafone Spain is to be sold to U.K.-based telecom investment firm Zegona Communications. Vodafone UK is to be merged with Three UK, subject to regulatory approval.

In Italy, no decision has yet been reached, although the France-based Iliad Group has offered a solution to the U.K. headquartered group by suggesting the two should merge their respective operations in the Italian market into a 50:50 joint venture.

2024 is certainly set to be another busy year for Vodafone.

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Vodafone, Microsoft sign 10-year partnership covering AI, IoT and more - FierceWireless

Davos 2024: AI is having a moment at the World Economic Forum – GZERO Media

Marietje Schaake, International Policy Fellow, Stanford Human-Centered Artificial Intelligence, and former European Parliamentarian, co-hosts GZERO AI, our new weekly video series intended to help you keep up and make sense of the latest news on the AI revolution. In this episode, Schaake is live from the World Economic Forum meeting in Davos, where AI is one of the dominant themes. Interestingly, she says, the various conversations about AI have been nuanced: it's been acknowledged as a top risk for the year as much as for its immense potential.

Hi, my name is Maritje Schaake, we are in Davos at the World Economic Forum, where AI really is one of the key topics that people are talking about. And I think what stands out and what I've heard referenced in various meetings is that the WEF's risk report of this year has signaled that this information, especially as a result of the uptake of emerging technologies, is considered one of the key risks that people see this year.

Of course, this being a year in which many elections around the world will take place, but you know, disinformation about health, about geopolitics also factoring in there. So, there is more emphasis on risk as a result of that report than I would normally expect here, where companies are the dominant voices, companies that normally sell you know, all the great visions that they have for what AI can achieve. And what's interesting is that while there are a lot of panels and other sessions around artificial intelligence focusing on global governance, with the role of the United Nations, for example, on trust and elections, on healthcare and AI, geopolitics and AI, you know, AI in the frontlines, these discussions seem to be kind of happening in parallel universes where there are those who are focusing very much on their concerns for civil liberties and the risk of state surveillance.

There are others who are saying, well, scientific breakthroughs are going to save the world. So what I hope will happen either here or in the coming year is that the analysis of what we must expect from AI will start leading to much more concrete policies and enforceable action, because otherwise we're going to continue to see this rapidly changing technology that has deep and wide impact on people all around the world without consequences. And I think we need to make sure that there are guardrails and that these are firm and that, yes, opportunities can be reaped, but certainly risks can be prevented. And hopefully the report and the discussions here in Davos with people coming into these mountains from around the world can actually be meaningful and have impact the coming year.

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Davos 2024: AI is having a moment at the World Economic Forum - GZERO Media

Elon Musk ‘uncomfortable growing Tesla to be a leader in AI’ without 25% voting control – Cointelegraph

Billionaire tech mogul Elon Musk wants a compensation package giving him more voting control at Tesla before the company becomes a leader in the artificial intelligence (AI) space.

The Tesla CEOs remarks were made on X (formerly Twitter):

Musk expanded on the situation in further commentary, explaining that his interests were primarily over being able to influence the direction of AI development rather than necessarily wanting more money.

Shareholders sued Musk in 2022 over his compensation package a $56-billion deal made in 2018 recognized at the time as the largest CEO pay package in history.

According to Musk, hes ready to discuss his next package, but discussions with the board are on hold while the outcome of the 2022 court case is decided:

Now, it appears as though Musk is after a stake worth 25% of voting power. Unless that is the case, Musk wrote, I would prefer to build products outside of Tesla.

He reportedly held as much as 22% previously but currently holds about 13% after selling shares in 2022.

Tesla currently builds several AI-related products, including Dojo, a supercomputer for AI, the Autopilot and Full Self Driving software suites, and Optimus, an early-stage robotics project.

At least two of Musks other companies, X and Neuralink, also develop AI products or services. X recently released its own large language model purported to compete with the likes of ChatGPT, and Neuralink has developed proprietary robotics for automated surgery applications.

Related: OpenAI attempts to dispel fears of AI meddling in political elections

Its unclear how far along Teslas AI endeavors are. As of their most recent updates, neither Autopilot nor Full Self Driving have been cleared for autonomous vehicle operations both are considered driver assistance software.

And as for Optimus, the current status of the product appears to involve more engineering than artificial intelligence:

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Elon Musk 'uncomfortable growing Tesla to be a leader in AI' without 25% voting control - Cointelegraph

AI Can Teach Math Teachers How to Improve Student Skills – The 74

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When middle school math teachers completed an online professional development program that uses artificial intelligence to improve their math knowledge and teaching skills, their students math performance improved.

My colleagues and I developed this online professional development program, which relies on a virtual facilitator that can among other things present problems to the teacher around teaching math and provide feedback on the teachers answers.

Our goal was to enhance teachers mastery of knowledge and skills required to teach math effectively. These include understanding why the mathematical rules and procedures taught in school work. The program also focuses on common struggles students have as they learn a particular math concept, and how to use instructional tools and strategies to help them overcome these struggles.

We then conducted an experiment in which 53 middle school math teachers were randomly assigned to either this AI-based professional development or no additional training. On average, teachers spent 11 hours to complete the program. We then gave 1,727 of their students a math test. While students of these two groups of teachers started off with no difference in their math performance, the students taught by teachers who completed the program increased their mathematics performance by 0.18 of a standard deviation more on average. This is a statistically significant gain that is equal to the average math performance difference between sixth and seventh graders in the study.

Our project was funded by the Institute of Education Sciences, the research arm of the U.S. Department of Education.

This study demonstrates the potential for using AI technologies to create effective, widely accessible professional development for teachers. This is important because teachers often have limited access to high-quality professional development programs to improve their knowledge and teaching skills. Time conflicts or living in rural areas that are far from in-person professional development programs can prevent teachers from receiving the support they need.

RelatedClass Disrupted 2023 in Review: AI, New Assessments, The American Dream & More

Additionally, many existing in-person professional development programs for teachers have been shown to enhance participants teaching knowledge and practices but to have little impact on student achievement.

Related7 Artificial Intelligence Trends That Could Reshape Education in 2024

Effective professional development programs include opportunities for teachers to solve problems, analyze students work and observe teaching practices. Teachers also receive real-time support from the program facilitators. This is often a challenge for asynchronous online programs.

Our program addresses the limitations of asynchronous programs because the AI-supported virtual facilitator acts as a human instructor. It gives teachers authentic teaching activities to work on, asks questions to gauge their understanding and provides real-time feedback and guidance.

Advancements in AI technologies will allow researchers to develop more interactive, personalized learning environments for teachers. For example, the language processing systems used in generative AI programs such as ChatGPT can improve the ability of these programs to analyze teachers responses more accurately and provide more personalized learning opportunities. Also, AI technologies can be used to develop new learning materials so that programs similar to ours can be developed faster.

More importantly, AI-based professional development programs can collect rich, real-time interaction data. Such data makes it possible to investigate how learning from professional development occurs and therefore how programs can be made more effective. Despite billions of dollars being spent each year on professional development for teachers, research suggests that how teachers learn through professional development is not yet well understood.

The Research Brief is a short take on interesting academic work.

This article is republished from The Conversation under a Creative Commons license. Read the original article.

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AI Can Teach Math Teachers How to Improve Student Skills - The 74

Elon Musk wants more control of Tesla before expanding AI development – Business Insider

Angle down icon An icon in the shape of an angle pointing down. Tesla CEO Elon Musk. ODD ANDERSEN/Getty Images

Elon Musk is gunning for more control of Tesla.

In a post on X, the billionaire said he was "uncomfortable" about expanding the EV company's AI and robotics capabilities without controlling 25% of the votes.

Musk has a stake in Tesla of about 13%, per company filings, which is the source of most of his $206 billion fortune.

The Tesla CEO said he wanted enough power "to be influential, but not so much that I can't be overturned."

"If I have 25%, it means I am influential, but can be overridden if twice as many shareholders vote against me vs for me. At 15% or lower, the for/against ratio to override me makes a takeover by dubious interests too easy," he said in a follow-up post.

"Unless that is the case, I would prefer to build products outside of Tesla."

Musk also posted that he'd be "fine with a dual-class voting structure to achieve this, but am told it is impossible to achieve post-IPO in Delaware."

He's traditionally been bullish on Tesla's AI abilities, once claiming the company was "developing what we think is probably the most advanced real-world AI."

Late last year Musk referred to Tesla as an "AI/robotics company" in response to an analyst calling the company "egregiously overvalued."

Despite this, the billionaire is also a well-known AI skeptic.

Musk has been consistently vocal about his fears that AI poses an existential threat to humanity. As far back as 2018, he has been warning the tech was more dangerous than nuclear weapons.

He's also been critical of OpenAI, a company he cofounded, as well as its flagship product, ChatGPT. Musk has criticized the chatbot as being biased and launched his own competing product in response.

Shares in Tesla were down 1.7% in premarket trading shortly before the open and have fallen almost 12% since the start of 2024.

Representatives for Musk did not immediately respond to a request for comment from Business Insider, made outside normal working hours.

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Elon Musk wants more control of Tesla before expanding AI development - Business Insider

State of Generative AI in the Enterprise 2024 – Deloitte

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The 2024 pulse surveyfrom the Deloitte AI Institute

The defining time for generative AI is now. How we train, apply, govern and work with generative AI will determine its impact. The State of Generative AI in the Enterprise: Now Decides Next is a survey series tracking trends in use cases, sentiment, adoption, and challenges throughout 2024. Explore findings now, and stay tuned for whats next.

Gain insight and follow trends from the leading edge of generative AI adoption.

Explore Now decides next: Insights from the leading edge of generative AI adoption.

79% of respondents expect generative AI to transform their organizations within three years. But in practice, they are most focused on gaining practical benefits today.

Given their focus on efficiency, how will business leaders achieve more innovative and transformative outcomes? For example, will companies invest efficiencies gained now to encourage innovation, evolve work roles, or uncover new ideas?

Among all the areas respondents need to address to adopt generative AI, they are most confident in their overall strategy and technology infrastructure.

But there is still work to be done. Respondents feel less confident in their level of preparedness around governance and talent. Concentrating on safeguards and workforce development is critical to fully unlocking generative AIs potential.

Only 47% of respondents agree that they are sufficiently educating their employees on the capabilities, benefits, and value of generative AI. However, most anticipate quickly evolving their talent strategies within the next two years.

Generative AI has massive implications for talentaltering how we work, learn, and collaborate. Organizations with the greatest expertise are putting high or very high levels of effort into three vital areas: workforce fluency, hiring, and reskilling.

Respondents currently show a mix of uncertainty and optimism in regard to generative AIs impact on society and the global economy, raising the question ... What is the role of individual organizations in addressing worldwide impact?

We see companies looking to global collaboration and regulation to help address their uncertainties. How will that translate to the responsible pursuit of generative AI benefitswithout creating or magnifying disparities?

Generative AI creates value by generating novel output of many kinds. Explore the modalities survey respondents are using now.

Text

Examples include summarizing documents, writing customer-facing materials, and explaining complex topics in natural language.

No surprise, text generation is widely used. See how.

Code

Examples include generating code from natural language descriptions and autonomously maintaining code across different platforms.

Code generation is being adopted rapidly. See where.

Audio

Examples include generative AI-powered call centers and troubleshooting support for technicians in the field.

Audio is making noise behind the scenes. See how.

Image

Examples include simulating how a product might look in a customers home and reconstructing an accident scene to assess insurance claims and liability.

Image tools are generating creativity and productivity.

Video

Examples include autonomously generating marketing videos to showcase a new product and simulating dangerous scenarios for safety training.

Video is taking off where volume is critical.

3D Models

Examples include creating virtual renderings in an omniverse environment and AI-assisted prototyping and design in a purely virtual space.

3D is clearly a next dimension in use. See early applications.

Relevant, incisive, timelyexplore our latest thinking

Now decides next: The state of generative AI in the enterprise is a quarterly report series by the Deloitte AI Institute exploring how actions taken now will guide Gen AI adoption and impact.

To help leaders in business, technology and the public sector track the rapid pace of generative AI change and adoption within the enterprise, Deloitte is conducting a series of quarterly pulse surveys. The first wave of our survey was fielded to more than 2,800 Director to C-suite level respondents across six industries and 16 countries between October 12 and December 5, 2023.

The Deloitte AI Institute helps organizations connect all the different dimensions of the robust, highly dynamic and rapidly evolving AI ecosystem. The AI Institute collaborates with an ecosystem composed of academic research groups, start-ups, entrepreneurs, innovators, mature AI product leaders, and AI visionaries, to explore key areas of artificial intelligence including risks, policies, ethics, future of work and talent, and applied AI use cases. Combined with Deloittes deep knowledge and experience the Institute delivers insights and information to help organizations better inform their AI decisions.

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State of Generative AI in the Enterprise 2024 - Deloitte